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Recent publications

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  2022 (4)
pyVHR: a Python framework for remote photoplethysmography. Boccignone, G.; Conte, D.; Cuculo, V.; D'Amelio, A.; Grossi, G.; Lanzarotti, R.; and Mortara, E. PeerJ Comput. Sci., 8: e929. 2022.
pyVHR: a Python framework for remote photoplethysmography [link]Paper   doi   link   bibtex  
DeepFakes Have No Heart: A Simple rPPG-Based Method to Reveal Fake Videos. Boccignone, G.; Bursic, S.; Cuculo, V.; D'Amelio, A.; Grossi, G.; Lanzarotti, R.; and Patania, S. In Sclaroff, S.; Distante, C.; Leo, M.; Farinella, G. M.; and Tombari, F., editor(s), Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part II, volume 13232, of Lecture Notes in Computer Science, pages 186–195, 2022. Springer
DeepFakes Have No Heart: A Simple rPPG-Based Method to Reveal Fake Videos [link]Paper   doi   link   bibtex  
Exploring Fusion Strategies in Deep Multimodal Affect Prediction. Patania, S.; D'Amelio, A.; and Lanzarotti, R. In Sclaroff, S.; Distante, C.; Leo, M.; Farinella, G. M.; and Tombari, F., editor(s), Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part II, volume 13232, of Lecture Notes in Computer Science, pages 730–741, 2022. Springer
Exploring Fusion Strategies in Deep Multimodal Affect Prediction [link]Paper   doi   link   bibtex  
Deep graph neural network for video-based facial pain expression assessment. Patania, S.; Boccignone, G.; Bursic, S.; D'Amelio, A.; and Lanzarotti, R. In Hong, J.; Bures, M.; Park, J. W.; and Cern'y, T., editor(s), SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022, pages 585–591, 2022. ACM
Deep graph neural network for video-based facial pain expression assessment [link]Paper   doi   link   bibtex  
  2021 (5)
Gazing at Social Interactions Between Foraging and Decision Theory. D'Amelio, A.; and Boccignone, G. Frontiers Neurorobotics, 15: 639999. 2021.
Gazing at Social Interactions Between Foraging and Decision Theory [link]Paper   doi   link   bibtex  
Visual Features and Their Own Optical Flow. Betti, A.; Boccignone, G.; Faggi, L.; Gori, M.; and Melacci, S. Frontiers Artif. Intell., 4: 768516. 2021.
Visual Features and Their Own Optical Flow [link]Paper   doi   link   bibtex  
Analysis of a parallel MCMC algorithm for graph coloring with nearly uniform balancing. Conte, D.; Grossi, G.; Lanzarotti, R.; Lin, J.; and Petrini, A. Pattern Recognit. Lett., 149: 30–36. 2021.
Analysis of a parallel MCMC algorithm for graph coloring with nearly uniform balancing [link]Paper   doi   link   bibtex  
Guest Editorial Assistive Computing Technologies for Human Well-Being. Odone, F.; Grossi, G.; Lanzarotti, R.; Medeiros, H.; and Noceti, N. IEEE Trans. Emerg. Top. Comput., 9(3): 1231–1233. 2021.
Guest Editorial Assistive Computing Technologies for Human Well-Being [link]Paper   doi   link   bibtex  
Predicting Real Fear of Heights Using Virtual Reality. Boccignone, G.; Gadia, D.; Maggiorini, D.; Ripamonti, L. A.; and Tosto, V. In Gaggi, O.; Manzoni, P.; and Palazzi, C. E., editor(s), GoodIT '21: Conference on Information Technology for Social Good, Roma, Italy, September 9-11, 2021, pages 103–108, 2021. ACM
Predicting Real Fear of Heights Using Virtual Reality [link]Paper   doi   link   bibtex  
  2020 (6)
An Open Framework for Remote-PPG Methods and Their Assessment. Boccignone, G.; Conte, D.; Cuculo, V.; D'Amelio, A.; Grossi, G.; and Lanzarotti, R. IEEE Access, 8: 216083–216103. 2020.
An Open Framework for Remote-PPG Methods and Their Assessment [link]Paper   doi   link   bibtex  
On Gaze Deployment to Audio-Visual Cues of Social Interactions. Boccignone, G.; Cuculo, V.; D'Amelio, A.; Grossi, G.; and Lanzarotti, R. IEEE Access, 8: 161630–161654. 2020.
On Gaze Deployment to Audio-Visual Cues of Social Interactions [link]Paper   doi   link   bibtex  
Enhanced multicore-manycore interaction in high-performance video encoding. Grossi, G.; Paglierani, P.; Pedersini, F.; and Petrini, A. J. Real Time Image Process., 17(4): 887–902. 2020.
Enhanced multicore-manycore interaction in high-performance video encoding [link]Paper   doi   link   bibtex  
Positive technology for elderly well-being: A review. Grossi, G.; Lanzarotti, R.; Napoletano, P.; Noceti, N.; and Odone, F. Pattern Recognit. Lett., 137: 61–70. 2020.
Positive technology for elderly well-being: A review [link]Paper   doi   link   bibtex  
A Quantitative Evaluation Framework of Video De-Identification Methods. Bursic, S.; D'Amelio, A.; Granato, M.; Grossi, G.; and Lanzarotti, R. In 25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, pages 6089–6095, 2020. IEEE
A Quantitative Evaluation Framework of Video De-Identification Methods [link]Paper   doi   link   bibtex  
Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing. Boccignone, G.; de'Sperati , C.; Granato, M.; Grossi, G.; Lanzarotti, R.; Noceti, N.; and Odone, F. In Marsico, M. D.; di Baja, G. S.; and Fred, A. L. N., editor(s), Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020, Valletta, Malta, February 22-24, 2020, pages 548–554, 2020. SCITEPRESS
Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing [link]Paper   doi   link   bibtex  
  2019 (12)
UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction. Perlasca, P.; Frasca, M.; Ba, C. T.; Notaro, M.; Petrini, A.; Casiraghi, E.; Grossi, G.; Gliozzo, J.; Valentini, G.; and Mesiti, M. BMC Bioinform., 20(1): 422:1–422:19. 2019.
UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction [link]Paper   doi   link   bibtex  
Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features. Cuculo, V.; D'Amelio, A.; Grossi, G.; Lanzarotti, R.; and Lin, J. Sensors, 19(1): 146. 2019.
Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features [link]Paper   doi   link   bibtex  
How to Look Next? A Data-Driven Approach for Scanpath Prediction. Boccignone, G.; Cuculo, V.; and D'Amelio, A. In Sekerinski, E.; Moreira, N.; Oliveira, J. N.; Ratiu, D.; Guidotti, R.; Farrell, M.; Luckcuck, M.; Marmsoler, D.; Campos, J.; Astarte, T.; Gonnord, L.; Cerone, A.; Couto, L.; Dongol, B.; Kutrib, M.; Monteiro, P.; and Delmas, D., editor(s), Formal Methods. FM 2019 International Workshops - Porto, Portugal, October 7-11, 2019, Revised Selected Papers, Part I, volume 12232, of Lecture Notes in Computer Science, pages 131–145, 2019. Springer
How to Look Next? A Data-Driven Approach for Scanpath Prediction [link]Paper   doi   link   bibtex  
Anomaly Detection from Log Files Using Unsupervised Deep Learning. Bursic, S.; Cuculo, V.; and D'Amelio, A. In Sekerinski, E.; Moreira, N.; Oliveira, J. N.; Ratiu, D.; Guidotti, R.; Farrell, M.; Luckcuck, M.; Marmsoler, D.; Campos, J.; Astarte, T.; Gonnord, L.; Cerone, A.; Couto, L.; Dongol, B.; Kutrib, M.; Monteiro, P.; and Delmas, D., editor(s), Formal Methods. FM 2019 International Workshops - Porto, Portugal, October 7-11, 2019, Revised Selected Papers, Part I, volume 12232, of Lecture Notes in Computer Science, pages 200–207, 2019. Springer
Anomaly Detection from Log Files Using Unsupervised Deep Learning [link]Paper   doi   link   bibtex  
Gender Recognition in the Wild with Small Sample Size - A Dictionary Learning Approach. D'Amelio, A.; Cuculo, V.; and Bursic, S. In Sekerinski, E.; Moreira, N.; Oliveira, J. N.; Ratiu, D.; Guidotti, R.; Farrell, M.; Luckcuck, M.; Marmsoler, D.; Campos, J.; Astarte, T.; Gonnord, L.; Cerone, A.; Couto, L.; Dongol, B.; Kutrib, M.; Monteiro, P.; and Delmas, D., editor(s), Formal Methods. FM 2019 International Workshops - Porto, Portugal, October 7-11, 2019, Revised Selected Papers, Part I, volume 12232, of Lecture Notes in Computer Science, pages 162–169, 2019. Springer
Gender Recognition in the Wild with Small Sample Size - A Dictionary Learning Approach [link]Paper   doi   link   bibtex  
A Parallel MCMC Algorithm for the Balanced Graph Coloring Problem. Conte, D.; Grossi, G.; Lanzarotti, R.; Lin, J.; and Petrini, A. In Conte, D.; Ramel, J.; and Foggia, P., editor(s), Graph-Based Representations in Pattern Recognition - 12th IAPR-TC-15 International Workshop, GbRPR 2019, Tours, France, June 19-21, 2019, Proceedings, volume 11510, of Lecture Notes in Computer Science, pages 161–171, 2019. Springer
A Parallel MCMC Algorithm for the Balanced Graph Coloring Problem [link]Paper   doi   link   bibtex  
Problems with Saliency Maps. Boccignone, G.; Cuculo, V.; and D'Amelio, A. In Ricci, E.; Bulò, S. R.; Snoek, C.; Lanz, O.; Messelodi, S.; and Sebe, N., editor(s), Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part II, volume 11752, of Lecture Notes in Computer Science, pages 35–46, 2019. Springer
Problems with Saliency Maps [link]Paper   doi   link   bibtex  
Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli. Cuculo, V.; D'Amelio, A.; Grossi, G.; and Lanzarotti, R. In Ricci, E.; Bulò, S. R.; Snoek, C.; Lanz, O.; Messelodi, S.; and Sebe, N., editor(s), Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part I, volume 11751, of Lecture Notes in Computer Science, pages 128–138, 2019. Springer
Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli [link]Paper   doi   link   bibtex  
OpenFACS: An Open Source FACS-Based 3D Face Animation System. Cuculo, V.; and D'Amelio, A. In Zhao, Y.; Barnes, N.; Chen, B.; Westermann, R.; Kong, X.; and Lin, C., editor(s), Image and Graphics - 10th International Conference, ICIG 2019, Beijing, China, August 23-25, 2019, Proceedings, Part II, volume 11902, of Lecture Notes in Computer Science, pages 232–242, 2019. Springer
OpenFACS: An Open Source FACS-Based 3D Face Animation System [link]Paper   doi   link   bibtex  
Social traits from stochastic paths in the core affect space. Boccignone, G.; Cuculo, V.; D'Amelio, A.; and Lanzarotti, R. In Mayora, O.; Forti, S.; Meyer, J.; and Mamykina, L., editor(s), Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019, Trento, Italy, 20-23 May 2019, pages 314–319, 2019. ACM
Social traits from stochastic paths in the core affect space [link]Paper   doi   link   bibtex  
Multitask Hopfield Networks. Frasca, M.; Grossi, G.; and Valentini, G. In Brefeld, U.; Fromont, &.; Hotho, A.; Knobbe, A. J.; Maathuis, M. H.; and Robardet, C., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, W"urzburg, Germany, September 16-20, 2019, Proceedings, Part II, volume 11907, of Lecture Notes in Computer Science, pages 349–365, 2019. Springer
Multitask Hopfield Networks [link]Paper   doi   link   bibtex  
Multitask Hopfield Networks. Frasca, M.; Grossi, G.; and Valentini, G. CoRR, abs/1904.05098. 2019.
Multitask Hopfield Networks [link]Paper   link   bibtex  
  2018 (8)
A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks. Frasca, M.; Grossi, G.; Gliozzo, J.; Mesiti, M.; Notaro, M.; Perlasca, P.; Petrini, A.; and Valentini, G. BMC Bioinform., 19-S(10): 269–280. 2018.
A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks [link]Paper   doi   link   bibtex  
Deep Construction of an Affective Latent Space via Multimodal Enactment. Boccignone, G.; Conte, D.; Cuculo, V.; D'Amelio, A.; Grossi, G.; and Lanzarotti, R. IEEE Trans. Cogn. Dev. Syst., 10(4): 865–880. 2018.
Deep Construction of an Affective Latent Space via Multimodal Enactment [link]Paper   doi   link   bibtex  
Single Sample Face Recognition by Sparse Recovery of Deep-Learned LDA Features. Bodini, M.; D'Amelio, A.; Grossi, G.; Lanzarotti, R.; and Lin, J. In Blanc-Talon, J.; Helbert, D.; Philips, W.; Popescu, D. C.; and Scheunders, P., editor(s), Advanced Concepts for Intelligent Vision Systems, 19th International Conference, ACIVS 2018, Poitiers, France, September 24-27, 2018, Proceedings, volume 11182, of Lecture Notes in Computer Science, pages 297–308, 2018. Springer
Single Sample Face Recognition by Sparse Recovery of Deep-Learned LDA Features [link]Paper   doi   link   bibtex  
Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions. Frasca, M.; Sepehri, M.; Petrini, A.; Grossi, G.; and Valentini, G. In Raposo, M.; Ribeiro, P. A.; S'erio, S.; Staiano, A.; and Ciaramella, A., editor(s), Computational Intelligence Methods for Bioinformatics and Biostatistics - 15th International Meeting, CIBB 2018, Caparica, Portugal, September 6-8, 2018, Revised Selected Papers, volume 11925, of Lecture Notes in Computer Science, pages 80–87, 2018. Springer
Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions [link]Paper   doi   link   bibtex  
A Graphical Tool for the Exploration and Visual Analysis of Biomolecular Networks. Ba, C. T.; Casiraghi, E.; Frasca, M.; Gliozzo, J.; Grossi, G.; Mesiti, M.; Notaro, M.; Perlasca, P.; Petrini, A.; Re, M.; and Valentini, G. In Raposo, M.; Ribeiro, P. A.; S'erio, S.; Staiano, A.; and Ciaramella, A., editor(s), Computational Intelligence Methods for Bioinformatics and Biostatistics - 15th International Meeting, CIBB 2018, Caparica, Portugal, September 6-8, 2018, Revised Selected Papers, volume 11925, of Lecture Notes in Computer Science, pages 88–98, 2018. Springer
A Graphical Tool for the Exploration and Visual Analysis of Biomolecular Networks [link]Paper   doi   link   bibtex  
Give Ear to My Face: Modelling Multimodal Attention to Social Interactions. Boccignone, G.; Cuculo, V.; D'Amelio, A.; Grossi, G.; and Lanzarotti, R. In Leal-Taix'e, L.; and Roth, S., editor(s), Computer Vision - ECCV 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part II, volume 11130, of Lecture Notes in Computer Science, pages 331–345, 2018. Springer
Give Ear to My Face: Modelling Multimodal Attention to Social Interactions [link]Paper   doi   link   bibtex  
Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space. Boccignone, G.; Bodini, M.; Cuculo, V.; and Grossi, G. In di Baja, G. S.; Gallo, L.; Y'etongnon, K.; Dipanda, A.; Santana, M. C.; and Chbeir, R., editor(s), 14th International Conference on Signal-Image Technology & Internet-Based Systems, SITIS 2018, Las Palmas de Gran Canaria, Spain, November 26-29, 2018, pages 143–150, 2018. IEEE
Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space [link]Paper   doi   link   bibtex  
Personality Gaze Patterns Unveiled via Automatic Relevance Determination. Cuculo, V.; D'Amelio, A.; Lanzarotti, R.; and Boccignone, G. In Mazzara, M.; Ober, I.; and Sala"un, G., editor(s), Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops, Toulouse, France, June 25-29, 2018, Revised Selected Papers, volume 11176, of Lecture Notes in Computer Science, pages 171–184, 2018. Springer
Personality Gaze Patterns Unveiled via Automatic Relevance Determination [link]Paper   doi   link   bibtex  
  2017 (5)
Sparse decomposition by iterating Lipschitzian-type mappings. Adamo, A.; Grossi, G.; Lanzarotti, R.; and Lin, J. Theor. Comput. Sci., 664: 12–28. 2017.
Sparse decomposition by iterating Lipschitzian-type mappings [link]Paper   doi   link   bibtex  
Virtual EMG via Facial Video Analysis. Boccignone, G.; Cuculo, V.; Grossi, G.; Lanzarotti, R.; and Migliaccio, R. In Battiato, S.; Gallo, G.; Schettini, R.; and Stanco, F., editor(s), Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part I, volume 10484, of Lecture Notes in Computer Science, pages 197–207, 2017. Springer
Virtual EMG via Facial Video Analysis [link]Paper   doi   link   bibtex  
Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks. Ceruti, C.; Cuculo, V.; D'Amelio, A.; Grossi, G.; and Lanzarotti, R. In Battiato, S.; Farinella, G. M.; Leo, M.; and Gallo, G., editor(s), New Trends in Image Analysis and Processing - ICIAP 2017 - ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers, volume 10590, of Lecture Notes in Computer Science, pages 189–196, 2017. Springer
Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks [link]Paper   doi   link   bibtex  
A Note on Modelling a Somatic Motor Space for Affective Facial Expressions. D'Amelio, A.; Cuculo, V.; Grossi, G.; Lanzarotti, R.; and Lin, J. In Battiato, S.; Farinella, G. M.; Leo, M.; and Gallo, G., editor(s), New Trends in Image Analysis and Processing - ICIAP 2017 - ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers, volume 10590, of Lecture Notes in Computer Science, pages 181–188, 2017. Springer
A Note on Modelling a Somatic Motor Space for Affective Facial Expressions [link]Paper   doi   link   bibtex  
AMHUSE: a multimodal dataset for HUmour SEnsing. Boccignone, G.; Conte, D.; Cuculo, V.; and Lanzarotti, R. In Lank, E.; Vinciarelli, A.; Hoggan, E. E.; Subramanian, S.; and Brewster, S. A., editor(s), Proceedings of the 19th ACM International Conference on Multimodal Interaction, ICMI 2017, Glasgow, United Kingdom, November 13 - 17, 2017, pages 438–445, 2017. ACM
AMHUSE: a multimodal dataset for HUmour SEnsing [link]Paper   doi   link   bibtex  
  2016 (6)
Robust Face Recognition Providing the Identity and Its Reliability Degree Combining Sparse Representation and Multiple Features. Grossi, G.; Lanzarotti, R.; and Lin, J. Int. J. Pattern Recognit. Artif. Intell., 30(10): 1656007:1–1656007:18. 2016.
Robust Face Recognition Providing the Identity and Its Reliability Degree Combining Sparse Representation and Multiple Features [link]Paper   doi   link   bibtex  
Hardware-accelerated high-resolution video coding in Virtual Network Functions. Comi, P.; Crosta, P. S.; Beccari, M.; Paglierani, P.; Grossi, G.; Pedersini, F.; and Petrini, A. In European Conference on Networks and Communications, EuCNC 2016, Athens, Greece, June 27-30, 2016, pages 32–36, 2016. IEEE
Hardware-accelerated high-resolution video coding in Virtual Network Functions [link]Paper   doi   link   bibtex  
Audio Features Affected by Music Expressiveness: Experimental Setup and Preliminary Results on Tuba Players. Introini, A.; Presti, G.; and Boccignone, G. In Perego, R.; Sebastiani, F.; Aslam, J. A.; Ruthven, I.; and Zobel, J., editor(s), Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016, pages 757–760, 2016. ACM
Audio Features Affected by Music Expressiveness: Experimental Setup and Preliminary Results on Tuba Players [link]Paper   doi   link   bibtex  
GPU-based VP8 encoding: Performance in native and virtualized environments. Paglierani, P.; Grossi, G.; Pedersini, F.; and Petrini, A. In 2016 International Conference on Telecommunications and Multimedia, TEMU 2016, Heraklion, Crete, Greece, July 25-27, 2016, pages 1–5, 2016. IEEE
GPU-based VP8 encoding: Performance in native and virtualized environments [link]Paper   doi   link   bibtex  
A probabilistic tour of visual attention and gaze shift computational models. Boccignone, G. CoRR, abs/1607.01232. 2016.
A probabilistic tour of visual attention and gaze shift computational models [link]Paper   link   bibtex  
Audio Features Affected by Music Expressiveness. Introini, A.; Presti, G.; and Boccignone, G. CoRR, abs/1605.05369. 2016.
Audio Features Affected by Music Expressiveness [link]Paper   link   bibtex  
  2015 (8)
ECG compression retaining the best natural basis k-coefficients via sparse decomposition. Adamo, A.; Grossi, G.; Lanzarotti, R.; and Lin, J. Biomed. Signal Process. Control., 15: 11–17. 2015.
ECG compression retaining the best natural basis k-coefficients via sparse decomposition [link]Paper   doi   link   bibtex  
High-rate compression of ECG signals by an accuracy-driven sparsity model relying on natural basis. Grossi, G.; Lanzarotti, R.; and Lin, J. Digit. Signal Process., 45: 96–106. 2015.
High-rate compression of ECG signals by an accuracy-driven sparsity model relying on natural basis [link]Paper   doi   link   bibtex  
Robust face recognition using sparse representation in LDA space. Adamo, A.; Grossi, G.; Lanzarotti, R.; and Lin, J. Mach. Vis. Appl., 26(6): 837–847. 2015.
Robust face recognition using sparse representation in LDA space [link]Paper   doi   link   bibtex  
Attentive Monitoring of Multiple Video Streams Driven by a Bayesian Foraging Strategy. Napoletano, P.; Boccignone, G.; and Tisato, F. IEEE Trans. Image Process., 24(11): 3266–3281. 2015.
Attentive Monitoring of Multiple Video Streams Driven by a Bayesian Foraging Strategy [link]Paper   doi   link   bibtex  
The Color of Smiling: Computational Synaesthesia of Facial Expressions. Cuculo, V.; Lanzarotti, R.; and Boccignone, G. In Murino, V.; and Puppo, E., editor(s), Image Analysis and Processing - ICIAP 2015 - 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part I, volume 9279, of Lecture Notes in Computer Science, pages 203–214, 2015. Springer
The Color of Smiling: Computational Synaesthesia of Facial Expressions [link]Paper   doi   link   bibtex  
A Selection Module for Large-Scale Face Recognition Systems. Grossi, G.; Lanzarotti, R.; and Lin, J. In Murino, V.; and Puppo, E., editor(s), Image Analysis and Processing - ICIAP 2015 - 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part II, volume 9280, of Lecture Notes in Computer Science, pages 529–539, 2015. Springer
A Selection Module for Large-Scale Face Recognition Systems [link]Paper   doi   link   bibtex  
Advanced statistical methods for eye movement analysis and modeling: a gentle introduction. Boccignone, G. CoRR, abs/1506.07194. 2015.
Advanced statistical methods for eye movement analysis and modeling: a gentle introduction [link]Paper   link   bibtex  
The color of smiling: computational synaesthesia of facial expressions. Cuculo, V.; Lanzarotti, R.; and Boccignone, G. CoRR, abs/1505.04260. 2015.
The color of smiling: computational synaesthesia of facial expressions [link]Paper   link   bibtex  
  2014 (5)
Modelling Task-Dependent Eye Guidance to Objects in Pictures. Clavelli, A.; Karatzas, D.; Llad'os, J.; Ferraro, M.; and Boccignone, G. Cogn. Comput., 6(3): 558–584. 2014.
Modelling Task-Dependent Eye Guidance to Objects in Pictures [link]Paper   doi   link   bibtex  
Ecological Sampling of Gaze Shifts. Boccignone, G.; and Ferraro, M. IEEE Trans. Cybern., 44(2): 266–279. 2014.
Ecological Sampling of Gaze Shifts [link]Paper   doi   link   bibtex  
Using sparse coding for landmark localization in facial expressions. Cuculo, V.; Lanzarotti, R.; and Boccignone, G. In 5th European Workshop on Visual Information Processing, EUVIP 2014, Villetaneuse, Paris, France, December 10-12, 2014, pages 1–6, 2014. IEEE
Using sparse coding for landmark localization in facial expressions [link]Paper   doi   link   bibtex  
Attentive monitoring of multiple video streams driven by a Bayesian foraging strategy. Napoletano, P.; Boccignone, G.; and Tisato, F. CoRR, abs/1410.5605. 2014.
Attentive monitoring of multiple video streams driven by a Bayesian foraging strategy [link]Paper   link   bibtex  
Affective Facial Expression Processing via Simulation: A Probabilistic Model. Vitale, J.; Williams, M.; Johnston, B.; and Boccignone, G. CoRR, abs/1411.0582. 2014.
Affective Facial Expression Processing via Simulation: A Probabilistic Model [link]Paper   link   bibtex  
  2013 (5)
Feed and fly control of visual scanpaths for foveation image processing. Boccignone, G.; and Ferraro, M. Ann. des T'el'ecommunications, 68(3-4): 201–217. 2013.
Feed and fly control of visual scanpaths for foveation image processing [link]Paper   doi   link   bibtex  
Gaze shift behavior on video as composite information foraging. Boccignone, G.; and Ferraro, M. Signal Process. Image Commun., 28(8): 949–966. 2013.
Gaze shift behavior on video as composite information foraging [link]Paper   doi   link   bibtex  
Towards Modelling an Attention-Based Text Localization Process. Clavelli, A.; Karatzas, D.; Llad'os, J.; Ferraro, M.; and Boccignone, G. In Sanches, J. M.; Mic'o, L.; and Cardoso, J. S., editor(s), Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings, volume 7887, of Lecture Notes in Computer Science, pages 296–303, 2013. Springer
Towards Modelling an Attention-Based Text Localization Process [link]Paper   doi   link   bibtex  
Face Recognition in Uncontrolled Conditions Using Sparse Representation and Local Features. Adamo, A.; Grossi, G.; and Lanzarotti, R. In Petrosino, A., editor(s), Image Analysis and Processing - ICIAP 2013 - 17th International Conference, Naples, Italy, September 9-13, 2013, Proceedings, Part II, volume 8157, of Lecture Notes in Computer Science, pages 31–40, 2013. Springer
Face Recognition in Uncontrolled Conditions Using Sparse Representation and Local Features [link]Paper   doi   link   bibtex  
Local features and sparse representation for face recognition with partial occlusions. Adamo, A.; Grossi, G.; and Lanzarotti, R. In IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, pages 3008–3012, 2013. IEEE
Local features and sparse representation for face recognition with partial occlusions [link]Paper   doi   link   bibtex  
  2012 (1)
Sparse Representation Based Classification for Face Recognition by k-LiMapS Algorithm. Adamo, A.; Grossi, G.; and Lanzarotti, R. In Elmoataz, A.; Mammass, D.; Lezoray, O.; Nouboud, F.; and Aboutajdine, D., editor(s), Image and Signal Processing - 5th International Conference, ICISP 2012, Agadir, Morocco, June 28-30, 2012. Proceedings, volume 7340, of Lecture Notes in Computer Science, pages 245–252, 2012. Springer
Sparse Representation Based Classification for Face Recognition by k-LiMapS Algorithm [link]Paper   doi   link   bibtex  
  2011 (4)
Modelling eye-movement control via a constrained search approach. Boccignone, G.; and Ferraro, M. In European Workshop on Visual Information Processing, EUVIP 2011, Paris, France, July 4-6, 2011, pages 235–240, 2011. IEEE
Modelling eye-movement control via a constrained search approach [link]Paper   doi   link   bibtex  
The Active Sampling of Gaze-Shifts. Boccignone, G.; and Ferraro, M. In Maino, G.; and Foresti, G. L., editor(s), Image Analysis and Processing - ICIAP 2011 - 16th International Conference, Ravenna, Italy, September 14-16, 2011, Proceedings, Part I, volume 6978, of Lecture Notes in Computer Science, pages 187–196, 2011. Springer
The Active Sampling of Gaze-Shifts [link]Paper   doi   link   bibtex  
A fixed-point iterative schema for error minimization in k-sparse decomposition. Adamo, A.; and Grossi, G. In Elmaghraby, A.; and Serpanos, D. N., editor(s), 2011 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2011, Bilbao, Spain, December 14-17, 2011, pages 167–172, 2011. IEEE Computer Society
A fixed-point iterative schema for error minimization in k-sparse decomposition [link]Paper   doi   link   bibtex  
Sparsity recovery by iterative orthogonal projections of nonlinear mappings. Adamo, A.; and Grossi, G. In Elmaghraby, A.; and Serpanos, D. N., editor(s), 2011 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2011, Bilbao, Spain, December 14-17, 2011, pages 173–178, 2011. IEEE Computer Society
Sparsity recovery by iterative orthogonal projections of nonlinear mappings [link]Paper   doi   link   bibtex  
  2010 (6)
Boosted Tracking in Video. Boccignone, G.; Campadelli, P.; Ferrari, A.; and Lipori, G. IEEE Signal Process. Lett., 17(2): 129–132. 2010.
Boosted Tracking in Video [link]Paper   doi   link   bibtex  
Gaze shifts as dynamical random sampling. Boccignone, G.; and Ferraro, M. In 2nd European Workshop on Visual Information Processing, EUVIP 2010, Paris, France, July 5-7, 2010, pages 29–34, 2010. IEEE
Gaze shifts as dynamical random sampling [link]Paper   doi   link   bibtex  
Random Pruning of Blockwise Stationary Mixtures for Online BSS. Adamo, A.; and Grossi, G. In Vigneron, V.; Zarzoso, V.; Moreau, E.; Gribonval, R.; and Vincent, E., editor(s), Latent Variable Analysis and Signal Separation - 9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010. Proceedings, volume 6365, of Lecture Notes in Computer Science, pages 213–220, 2010. Springer
Random Pruning of Blockwise Stationary Mixtures for Online BSS [link]Paper   doi   link   bibtex  
Trade-off between hops and delays in hub-based forwarding in DTNs. Adamo, A.; Grossi, G.; and Pedersini, F. In Proceedings of the 3rd IFIP Wireless Days Conference 2010, Venice, Italy, October 20-22, 2010, pages 1–5, 2010. IEEE
Trade-off between hops and delays in hub-based forwarding in DTNs [link]Paper   doi   link   bibtex  
Hub-betweenness analysis in delay tolerant networks inferred by real traces. Grossi, G.; and Pedersini, F. In 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31 - June 4, 2010, University of Avignon, Avignon, France, pages 318–323, 2010. IEEE
Hub-betweenness analysis in delay tolerant networks inferred by real traces [link]Paper   link   bibtex  
Learning functional linkage networks with a cost-sensitive approach. Bertoni, A.; Frasca, M.; Grossi, G.; and Valentini, G. In Apolloni, B.; Bassis, S.; Esposito, A.; and Morabito, F. C., editor(s), Neural Nets WIRN10 - Proceedings of the 20th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 27-29 2010, volume 226, of Frontiers in Artificial Intelligence and Applications, pages 52–61, 2010. IOS Press
Learning functional linkage networks with a cost-sensitive approach [link]Paper   doi   link   bibtex  
  2009 (4)
Adaptiveness in Monotone Pseudo-Boolean Optimization and Stochastic Neural Computation. Grossi, G. Int. J. Neural Syst., 19(4): 241–252. 2009.
Adaptiveness in Monotone Pseudo-Boolean Optimization and Stochastic Neural Computation [link]Paper   doi   link   bibtex  
Precise Eye and Mouth Localization. Campadelli, P.; Lanzarotti, R.; and Lipori, G. Int. J. Pattern Recognit. Artif. Intell., 23(3): 359–377. 2009.
Precise Eye and Mouth Localization [link]Paper   doi   link   bibtex  
Experimental Analysis of Graph-based Answer Set Computation over Parallel and Distributed Architectures. Grossi, G.; Marchi, M.; Pontelli, E.; and Provetti, A. J. Log. Comput., 19(4): 697–715. 2009.
Experimental Analysis of Graph-based Answer Set Computation over Parallel and Distributed Architectures [link]Paper   doi   link   bibtex  
Real-Time Probabilistic Tracking of Faces in Video. Boccignone, G.; Campadelli, P.; Ferrari, A.; and Lipori, G. In Foggia, P.; Sansone, C.; and Vento, M., editor(s), Image Analysis and Processing - ICIAP 2009, 15th International Conference Vietri sul Mare, Italy, September 8-11, 2009, Proceedings, volume 5716, of Lecture Notes in Computer Science, pages 672–681, 2009. Springer
Real-Time Probabilistic Tracking of Faces in Video [link]Paper   doi   link   bibtex  
  2008 (9)
Embedding Diffusion in Variational Bayes: a Technique for Segmenting Images. Boccignone, G.; Napoletano, P.; and Ferraro, M. Int. J. Pattern Recognit. Artif. Intell., 22(5): 811–827. 2008.
Embedding Diffusion in Variational Bayes: a Technique for Segmenting Images [link]Paper   doi   link   bibtex  
What the Draughtsman's Hand Tells the Draughtsman's Eye: a Sensorimotor Account of Drawing. Cagli, R. C.; Coraggio, P.; Napoletano, P.; and Boccignone, G. Int. J. Pattern Recognit. Artif. Intell., 22(5): 1015–1029. 2008.
What the Draughtsman's Hand Tells the Draughtsman's Eye: a Sensorimotor Account of Drawing [link]Paper   doi   link   bibtex  
Context-sensitive queries for image retrieval in digital libraries. Boccignone, G.; Chianese, A.; Moscato, V.; and Picariello, A. J. Intell. Inf. Syst., 31(1): 53–84. 2008.
Context-sensitive queries for image retrieval in digital libraries [link]Paper   doi   link   bibtex  
FPGA implementation of a stochastic neural network for monotonic pseudo-Boolean optimization. Grossi, G.; and Pedersini, F. Neural Networks, 21(6): 872–879. 2008.
FPGA implementation of a stochastic neural network for monotonic pseudo-Boolean optimization [link]Paper   doi   link   bibtex  
Bayesian Integration of Face and Low-Level Cues for Foveated Video Coding. Boccignone, G.; Marcelli, A.; Napoletano, P.; Fiore, G. D.; Iacovoni, G.; and Morsa, S. IEEE Trans. Circuits Syst. Video Technol., 18(12): 1727–1740. 2008.
Bayesian Integration of Face and Low-Level Cues for Foveated Video Coding [link]Paper   doi   link   bibtex  
Nonparametric Bayesian attentive video analysis. Boccignone, G. In 19th International Conference on Pattern Recognition (ICPR 2008), December 8-11, 2008, Tampa, Florida, USA, pages 1–4, 2008. IEEE Computer Society
Nonparametric Bayesian attentive video analysis [link]Paper   doi   link   bibtex  
Sensorimotor coupling via dynamic bayesian networks. Cagli, R. C.; Napoletano, P.; Coraggio, P.; Boccignone, G.; and Santis, A. D. In 2008 IEEE International Conference on Robotics and Automation, ICRA 2008, May 19-23, 2008, Pasadena, California, USA, pages 1582–1587, 2008. IEEE
Sensorimotor coupling via dynamic bayesian networks [link]Paper   doi   link   bibtex  
A two-level social mobility model for trace generation. Gaito, S.; Grossi, G.; and Pedersini, F. In Jia, X.; Shroff, N. B.; and Wan, P., editor(s), Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, MobiHoc 2008, Hong Kong, China, May 26-30, 2008, pages 457–458, 2008. ACM
A two-level social mobility model for trace generation [link]Paper   doi   link   bibtex  
Experimental validation of a 2-level social mobility model in opportunistic networks. Gaito, S.; Grossi, G.; Pedersini, F.; and Rossi, G. P. In 1st IFIP Wireless Days, WD 2008, Dubai, UAE, November 24-27, 2008, pages 1–5, 2008. IEEE
Experimental validation of a 2-level social mobility model in opportunistic networks [link]Paper   doi   link   bibtex  
  2007 (7)
A multiresolution diffused expectation-maximization algorithm for medical image segmentation. Boccignone, G.; Napoletano, P.; Caggiano, V.; and Ferraro, M. Comput. Biol. Medicine, 37(1): 83–96. 2007.
A multiresolution diffused expectation-maximization algorithm for medical image segmentation [link]Paper   doi   link   bibtex  
A Variational Bayes Approach to Image Segmentation. Boccignone, G.; Ferraro, M.; and Napoletano, P. In Mele, F.; Ramella, G.; Santillo, S.; and Ventriglia, F., editor(s), Advances in Brain, Vision, and Artificial Intelligence, Second International Symposium, BVAI 2007, Naples, Italy, October 10-12, 2007, Proceedings, volume 4729, of Lecture Notes in Computer Science, pages 234–243, 2007. Springer
A Variational Bayes Approach to Image Segmentation [link]Paper   doi   link   bibtex  
The Bayesian Draughtsman: A Model for Visuomotor Coordination in Drawing. Cagli, R. C.; Coraggio, P.; Napoletano, P.; and Boccignone, G. In Mele, F.; Ramella, G.; Santillo, S.; and Ventriglia, F., editor(s), Advances in Brain, Vision, and Artificial Intelligence, Second International Symposium, BVAI 2007, Naples, Italy, October 10-12, 2007, Proceedings, volume 4729, of Lecture Notes in Computer Science, pages 161–170, 2007. Springer
The Bayesian Draughtsman: A Model for Visuomotor Coordination in Drawing [link]Paper   doi   link   bibtex  
Speeding Up FastICA by Mixture Random Pruning. Gaito, S.; and Grossi, G. In Davies, M. E.; James, C. J.; Abdallah, S. A.; and Plumbley, M. D., editor(s), Independent Component Analysis and Signal Separation, 7th International Conference, ICA 2007, London, UK, September 9-12, 2007, volume 4666, of Lecture Notes in Computer Science, pages 185–192, 2007. Springer
Speeding Up FastICA by Mixture Random Pruning [link]Paper   doi   link   bibtex  
FPGA Implementation of an Adaptive Stochastic Neural Model. Grossi, G.; and Pedersini, F. In de S'a, J. M.; Alexandre, L. A.; Duch, W.; and Mandic, D. P., editor(s), Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I, volume 4668, of Lecture Notes in Computer Science, pages 559–568, 2007. Springer
FPGA Implementation of an Adaptive Stochastic Neural Model [link]Paper   doi   link   bibtex  
Motion Estimation via Belief Propagation. Boccignone, G.; Marcelli, A.; Napoletano, P.; and Ferraro, M. In Cucchiara, R., editor(s), 14th International Conference on Image Analysis and Processing (ICIAP 2007), 10-14 September 2007, Modena, Italy, pages 55–60, 2007. IEEE Computer Society
Motion Estimation via Belief Propagation [link]Paper   doi   link   bibtex  
Face Recognition Based on 2D and 3D Features. Arca, S.; Lanzarotti, R.; and Lipori, G. In Apolloni, B.; Howlett, R. J.; and Jain, L. C., editor(s), Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part I, volume 4692, of Lecture Notes in Computer Science, pages 455–462, 2007. Springer
Face Recognition Based on 2D and 3D Features [link]Paper   doi   link   bibtex  
  2006 (8)
Bayesian Propagation for Perceiving Moving Objects. Boccignone, G.; Marcelli, A.; Napoletano, P.; Caggiano, V.; and Fiore, G. D. Int. J. Pattern Recognit. Artif. Intell., 20(6): 835–848. 2006.
Bayesian Propagation for Perceiving Moving Objects [link]Paper   doi   link   bibtex  
Eye localization for face recognition. Campadelli, P.; Lanzarotti, R.; and Lipori, G. RAIRO Theor. Informatics Appl., 40(2): 123–139. 2006.
Eye localization for face recognition [link]Paper   doi   link   bibtex  
Solving maximum independent set by asynchronous distributed hopfield-type neural networks. Grossi, G.; Marchi, M.; and Posenato, R. RAIRO Theor. Informatics Appl., 40(2): 371–388. 2006.
Solving maximum independent set by asynchronous distributed hopfield-type neural networks [link]Paper   doi   link   bibtex  
A face recognition system based on automatically determined facial fiducial points. Arca, S.; Campadelli, P.; and Lanzarotti, R. Pattern Recognit., 39(3): 432–443. 2006.
A face recognition system based on automatically determined facial fiducial points [link]Paper   doi   link   bibtex  
Precise Eye Localization through a General-to-specific Model Definition. Campadelli, P.; Lanzarotti, R.; and Lipori, G. In Chantler, M. J.; Fisher, R. B.; and Trucco, E., editor(s), Proceedings of the British Machine Vision Conference 2006, Edinburgh, UK, September 4-7, 2006, pages 187–196, 2006. British Machine Vision Association
Precise Eye Localization through a General-to-specific Model Definition [link]Paper   doi   link   bibtex  
A Discrete Adaptive Stochastic Neural Model for Constrained Optimization. Grossi, G. In Kollias, S. D.; Stafylopatis, A.; Duch, W.; and Oja, E., editor(s), Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part I, volume 4131, of Lecture Notes in Computer Science, pages 641–650, 2006. Springer
A Discrete Adaptive Stochastic Neural Model for Constrained Optimization [link]Paper   doi   link   bibtex  
A face recognition system dealing with expression variant faces. Arca, S.; Campadelli, P.; Lanzarotti, R.; and Lipori, G. In 18th International Conference on Pattern Recognition (ICPR 2006), 20-24 August 2006, Hong Kong, China, pages 1242–1245, 2006. IEEE Computer Society
A face recognition system dealing with expression variant faces [link]Paper   doi   link   bibtex  
Inference of moving forms via Belief Propagation. Boccignone, G.; Marcelli, A.; and Napoletano, P. In 18th International Conference on Pattern Recognition (ICPR 2006), 20-24 August 2006, Hong Kong, China, pages 191–194, 2006. IEEE Computer Society
Inference of moving forms via Belief Propagation [link]Paper   doi   link   bibtex  
  2005 (12)
Foveated shot detection for video segmentation. Boccignone, G.; Chianese, A.; Moscato, V.; and Picariello, A. IEEE Trans. Circuits Syst. Video Technol., 15(3): 365–377. 2005.
Foveated shot detection for video segmentation [link]Paper   doi   link   bibtex  
A New Algorithm for Answer Set Computation. Grossi, G.; and Marchi, M. In Vos, M. D.; and Provetti, A., editor(s), Answer Set Programming, Advances in Theory and Implementation, Proceedings of the 3rd Intl. ASP'05 Workshop, Bath, UK, September 27-29, 2005, volume 142, of CEUR Workshop Proceedings, 2005. CEUR-WS.org
A New Algorithm for Answer Set Computation [pdf]Paper   link   bibtex  
A Bayesian Approach to Situated Vision. Boccignone, G.; Caggiano, V.; Fiore, G. D.; Marcelli, A.; and Napoletano, P. In Gregorio, M. D.; Maio, V. D.; Frucci, M.; and Musio, C., editor(s), Brain, Vision, and Artificial Intelligence, First International Symposium, BVAI 2005, Naples, Italy, October 19-21, 2005, Proceedings, volume 3704, of Lecture Notes in Computer Science, pages 367–376, 2005. Springer
A Bayesian Approach to Situated Vision [link]Paper   doi   link   bibtex  
An Architectural Model for Combining Spatial-Based and Object-Based Information for Attentive Video Analysis. Boccignone, G.; Caggiano, V.; Marcelli, A.; Napoletano, P.; and Fiore, G. D. In Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 4-6 July 2005, Palermo, Italy, pages 116–121, 2005. IEEE Computer Society
An Architectural Model for Combining Spatial-Based and Object-Based Information for Attentive Video Analysis [link]Paper   doi   link   bibtex  
Face Localization in Color Images with Complex Background. Campadelli, P.; Lanzarotti, R.; and Lipori, G. In Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 4-6 July 2005, Palermo, Italy, pages 243–248, 2005. IEEE Computer Society
Face Localization in Color Images with Complex Background [link]Paper   doi   link   bibtex  
Animate System for Query by Example in Image Databases. Boccignone, G.; Chianese, A.; Moscato, V.; and Picariello, A. In Hamza, M. H., editor(s), Internet and Multimedia Systems and Applications, EuroIMSA 2005, Grindelwald, Switzerland, February 21-23, 2005, pages 451–456, 2005. IASTED/ACTA Press
link   bibtex  
Probabilistic Detection and Tracking of Faces in Video. Boccignone, G.; Caggiano, V.; Fiore, G. D.; and Marcelli, A. In Roli, F.; and Vitulano, S., editor(s), Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings, volume 3617, of Lecture Notes in Computer Science, pages 687–694, 2005. Springer
Probabilistic Detection and Tracking of Faces in Video [link]Paper   doi   link   bibtex  
Face and Facial Feature Localization. Campadelli, P.; Lanzarotti, R.; Lipori, G.; and Salvi, E. In Roli, F.; and Vitulano, S., editor(s), Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings, volume 3617, of Lecture Notes in Computer Science, pages 1002–1009, 2005. Springer
Face and Facial Feature Localization [link]Paper   doi   link   bibtex  
Interleaved detection and tracking of faces in video. Boccignone, G.; Caggiano, V.; Marcelli, A.; and Fiore, G. D. In Proceedings of the 2005 International Conference on Image Processing, ICIP 2005, Genoa, Italy, September 11-14, 2005, pages 398–401, 2005. IEEE
Interleaved detection and tracking of faces in video [link]Paper   doi   link   bibtex  
Image segmentation via multiresolution diffused expectation-maximisation. Boccignone, G.; Caggiano, V.; Napoletano, P.; and Ferraro, M. In Proceedings of the 2005 International Conference on Image Processing, ICIP 2005, Genoa, Italy, September 11-14, 2005, pages 289–292, 2005. IEEE
Image segmentation via multiresolution diffused expectation-maximisation [link]Paper   doi   link   bibtex  
An Indexing Approach for Representing Multimedia Objects in High-Dimensional Spaces Based on Expectation Maximization Algorithm. Boccignone, G.; Caggiano, V.; Cesarano, C.; Moscato, V.; and Sansone, L. In Candan, K. S.; and Celentano, A., editor(s), Advances in Multimedia Information Systems, 11th International Workshop, MIS 2005, Sorrento, Italy, September 19-21, 2005, Proceedings, volume 3665, of Lecture Notes in Computer Science, pages 63–77, 2005. Springer
An Indexing Approach for Representing Multimedia Objects in High-Dimensional Spaces Based on Expectation Maximization Algorithm [link]Paper   doi   link   bibtex  
An Automatic Feature Based Face Authentication System,. Arca, S.; Campadelli, P.; Casiraghi, E.; and Lanzarotti, R. In Apolloni, B.; Marinaro, M.; Nicosia, G.; and Tagliaferri, R., editor(s), Neural Nets, 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005, Revised Selected Papers, volume 3931, of Lecture Notes in Computer Science, pages 120–126, 2005. Springer
An Automatic Feature Based Face Authentication System, [link]Paper   doi   link   bibtex  
  2004 (4)
Fiducial point localization in color images of face foregrounds. Campadelli, P.; and Lanzarotti, R. Image Vis. Comput., 22(11): 863–872. 2004.
Fiducial point localization in color images of face foregrounds [link]Paper   doi   link   bibtex  
Image contrast enhancement via entropy production. Ferraro, M.; and Boccignone, G. Real Time Imaging, 10(4): 229–238. 2004.
Image contrast enhancement via entropy production [link]Paper   doi   link   bibtex  
An Efficient Method to Detect Facial Fiducial Points for Face Recognition. Arca, S.; Campadelli, P.; and Lanzarotti, R. In 17th International Conference on Pattern Recognition, ICPR 2004, Cambridge, UK, August 23-26, 2004, pages 532–535, 2004. IEEE Computer Society
An Efficient Method to Detect Facial Fiducial Points for Face Recognition [link]Paper   doi   link   bibtex  
Using Attention for Video Segmentation. Boccignone, G.; Chianese, A.; Moscato, V.; and Picariello, A. In 17th International Conference on Pattern Recognition, ICPR 2004, Cambridge, UK, August 23-26, 2004, pages 838–841, 2004. IEEE Computer Society
Using Attention for Video Segmentation [link]Paper   doi   link   bibtex  
  2003 (7)
A Face Recognition System Based on Local Feature Characterization. Campadelli, P.; and Lanzarotti, R. In Tistarelli, M.; Big"un, J.; and Grosso, E., editor(s), Advanced Studies in Biometrics, Summer School on Biometrics, Alghero, Italy, June 2-6, 2003, Revised Selected Lectures and Papers, volume 3161, of Lecture Notes in Computer Science, pages 147–152, 2003. Springer
A Face Recognition System Based on Local Feature Characterization [link]Paper   doi   link   bibtex  
A Face Recognition System Based on Local Feature Analysis. Arca, S.; Campadelli, P.; and Lanzarotti, R. In Kittler, J.; and Nixon, M. S., editor(s), Audio-and Video-Based Biometrie Person Authentication, 4th International Conference, AVBPA 2003, Guildford, UK, June 9-11, 2003 Proceedings, volume 2688, of Lecture Notes in Computer Science, pages 182–189, 2003. Springer
A Face Recognition System Based on Local Feature Analysis [link]Paper   doi   link   bibtex  
Real time positioning system based on active stereo and facial features identification. Frosio, I.; Lanzarotti, R.; Campadelli, P.; Ferrigno, G.; and Borghese, N. A. In Flores, J.; and Cano, P., editor(s), 24th Annual Conference of the European Association for Computer Graphics, Eurographics 2003 - Posters, Granada, Spain, September 1-5, 2003, 2003. Eurographics Association
Real time positioning system based on active stereo and facial features identification [link]Paper   doi   link   bibtex  
Foveated analysis of video. Boccignone, G.; Marcelli, A.; and Somma, G. In 12th International Conference on Image Analysis and Processing (ICIAP 2003), 17-19 September 2003, Mantova, Italy, pages 638–643, 2003. IEEE Computer Society
Foveated analysis of video [link]Paper   doi   link   bibtex  
A feature-based face recognition system. Campadelli, P.; Lanzarotti, R.; and Savazzi, C. In 12th International Conference on Image Analysis and Processing (ICIAP 2003), 17-19 September 2003, Mantova, Italy, pages 68–73, 2003. IEEE Computer Society
A feature-based face recognition system [link]Paper   doi   link   bibtex  
Using motion for foveated analysis of video. Boccignone, G.; Marcelli, A.; and Somma, G. In Seventh International Symposium on Signal Processing and Its Applications, ISSPA 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 1, pages 233–236, 2003. IEEE
Using motion for foveated analysis of video [link]Paper   doi   link   bibtex  
A Face Detection System Based on Color and Support Vector Machines. Casiraghi, E.; Lanzarotti, R.; and Lipori, G. In Apolloni, B.; Marinaro, M.; and Tagliaferri, R., editor(s), Neural Nets, 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Revised Papers, volume 2859, of Lecture Notes in Computer Science, pages 113–120, 2003. Springer
A Face Detection System Based on Color and Support Vector Machines [link]Paper   doi   link   bibtex  
  2002 (7)
A Neural Algorithm for the Maximum Clique Problem: Analysis, Experiments, and Circuit Implementation. Bertoni, A.; Campadelli, P.; and Grossi, G. Algorithmica, 33(1): 71–88. 2002.
A Neural Algorithm for the Maximum Clique Problem: Analysis, Experiments, and Circuit Implementation [link]Paper   doi   link   bibtex  
Generalized Spatio-Chromatic Diffusion. Boccignone, G.; Ferraro, M.; and Caelli, T. IEEE Trans. Pattern Anal. Mach. Intell., 24(10): 1298–1309. 2002.
Generalized Spatio-Chromatic Diffusion [link]Paper   doi   link   bibtex  
Entropy-based representation of image information. Ferraro, M.; Boccignone, G.; and Caelli, T. Pattern Recognit. Lett., 23(12): 1391–1398. 2002.
Entropy-based representation of image information [link]Paper   doi   link   bibtex  
Robust identification and matching of fiducial points for the reconstruction of 3D human faces from raw video sequences. Lanzarotti, R.; Borghese, N. A.; and Campadelli, P. In 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 19-21 June 2002, Padova, Italy, pages 690–695, 2002. IEEE Computer Society
Robust identification and matching of fiducial points for the reconstruction of 3D human faces from raw video sequences [link]Paper   doi   link   bibtex  
Image Similarity Based on Animate Vision: Information Path Matching. Boccignone, G.; Picariello, A.; Moscato, V.; and Albanese, M. In MIS 2002, International Workshop on Multimedia Information Systems, October 10 - November 1, 2002, Tempe, Arizona, USA, Proceedings, pages 66–75, 2002. Arizona State University
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Detection of Facial Features. Campadelli, P.; Casiraghi, E.; and Lanzarotti, R. In Marinaro, M.; and Tagliaferri, R., editor(s), Neural Nets, 13th Italian Workshop on Neural Nets, WIRN VIETRI 2002, Vietri sul Mare, Italy, May 30-June 1, 2002, Revised Papers, volume 2486, of Lecture Notes in Computer Science, pages 124–131, 2002. Springer
Detection of Facial Features [link]Paper   doi   link   bibtex  
A Distributed Algorithm for Max Independent Set Problem Based on Hopfield Networks. Grossi, G.; and Posenato, R. In Marinaro, M.; and Tagliaferri, R., editor(s), Neural Nets, 13th Italian Workshop on Neural Nets, WIRN VIETRI 2002, Vietri sul Mare, Italy, May 30-June 1, 2002, Revised Papers, volume 2486, of Lecture Notes in Computer Science, pages 64–74, 2002. Springer
A Distributed Algorithm for Max Independent Set Problem Based on Hopfield Networks [link]Paper   doi   link   bibtex  
  2001 (8)
An approximation algorithm for the maximum cut problem and its experimental analysis. Bertoni, A.; Campadelli, P.; and Grossi, G. Discret. Appl. Math., 110(1): 3–12. 2001.
An approximation algorithm for the maximum cut problem and its experimental analysis [link]Paper   doi   link   bibtex  
Encoding Visual Information Using Anisotropic Transformations. Boccignone, G.; Ferraro, M.; and Caelli, T. IEEE Trans. Pattern Anal. Mach. Intell., 23(2): 207–211. 2001.
Encoding Visual Information Using Anisotropic Transformations [link]Paper   doi   link   bibtex  
The Prospect for Answer Sets Computation by a Genetic Model. Bertoni, A.; Grossi, G.; Provetti, A.; Kreinovich, V.; and Tari, L. In Provetti, A.; and Son, T. C., editor(s), Answer Set Programming, Towards Efficient and Scalable Knowledge Representation and Reasoning, Proceedings of the 1st Intl. ASP'01 Workshop, Stanford, CA, USA, March 26-28, 2001, 2001.
The Prospect for Answer Sets Computation by a Genetic Model [ps]Paper   link   bibtex  
An Information-Theoretic Approach to Active Vision. Boccignone, G.; Ferraro, M.; and Caelli, T. In 11th International Conference on Image Analysis and Processing (ICIAP 2001), 26-28 September 2001, Palermo, Italy, pages 340–345, 2001. IEEE Computer Society
An Information-Theoretic Approach to Active Vision [link]Paper   doi   link   bibtex  
Automatic Features Detection for Overlapping Face Images on their 3D Range Models. Lanzarotti, R.; Campadelli, P.; and Borghese, N. A. In 11th International Conference on Image Analysis and Processing (ICIAP 2001), 26-28 September 2001, Palermo, Italy, pages 316–321, 2001. IEEE Computer Society
Automatic Features Detection for Overlapping Face Images on their 3D Range Models [link]Paper   doi   link   bibtex  
Automatic monitoring of waste-water in industrial plants basins. Baldini, G.; Campadelli, P.; Lanzarotti, R.; and Piccoli, P. In Proceedings of the 2001 International Conference on Image Processing, ICIP 2001, Thessaloniki, Greece, October 7-10, 2001, pages 297–300, 2001. IEEE
Automatic monitoring of waste-water in industrial plants basins [link]Paper   doi   link   bibtex  
On the Representation of Visual Information. Ferraro, M.; Boccignone, G.; and Caelli, T. In Arcelli, C.; Cordella, L. P.; and di Baja, G. S., editor(s), Visual Form 2001, 4th International Workshop on Visual Form, IWVF-4, Capri, Italy, May 28-30, 2001, Proceedings, volume 2059, of Lecture Notes in Computer Science, pages 176–185, 2001. Springer
On the Representation of Visual Information [link]Paper   doi   link   bibtex  
Solving Min Vertex Cover with Iterated Hopfield Networks. Bertoni, A.; Campadelli, P.; and Grossi, G. In Tagliaferri, R.; and Marinaro, M., editor(s), Proceedings of the 12th Italian Workshop on Neural Nets, WIRN VIETRI 2001, Vietri sul Mare, Salerno, Italy, May 17-19, 2001, of Perspectives in Neural Computing, pages 87–95, 2001. Springer
Solving Min Vertex Cover with Iterated Hopfield Networks [link]Paper   doi   link   bibtex  
  2000 (8)
Computer aided detection of microcalcifications in digital mammograms. Boccignone, G.; Chianese, A.; and Picariello, A. Comput. Biol. Medicine, 30(5): 267–286. 2000.
Computer aided detection of microcalcifications in digital mammograms [link]Paper   doi   link   bibtex  
A Genetic Model: Analysis and Application to MAXSAT. Bertoni, A.; Campadelli, P.; Carpentieri, M.; and Grossi, G. Evol. Comput., 8(3): 291–309. 2000.
A Genetic Model: Analysis and Application to MAXSAT [link]Paper   doi   link   bibtex  
Using Renyi's Information and Wavelets for Target Detection: An Application to Mammograms. Boccignone, G.; Chianese, A.; and Picariello, A. Pattern Anal. Appl., 3(4): 303–313. 2000.
Using Renyi's Information and Wavelets for Target Detection: An Application to Mammograms [link]Paper   doi   link   bibtex  
Combustion Analysis by Image Processing of Premixed Flames. Baldini, G.; Campadelli, P.; and Lanzarotti, R. In Proceedings of the 2000 International Conference on Image Processing, ICIP 2000, Vancouver, BC, Canada, September 10-13, 2000, pages 708–711, 2000. IEEE
Combustion Analysis by Image Processing of Premixed Flames [link]Paper   doi   link   bibtex  
Isotropic versus Anisotropic Encoding of Visual Information. Ferraro, M.; Boccignone, G.; and Caelli, T. In Proceedings of the 2000 International Conference on Image Processing, ICIP 2000, Vancouver, BC, Canada, September 10-13, 2000, pages 905–908, 2000. IEEE
Isotropic versus Anisotropic Encoding of Visual Information [link]Paper   doi   link   bibtex  
Automated Threshold Selection for the Detection of Dissolves in MPEG Videos. Boccignone, G.; Santo, M. D.; and Percannella, G. In 2000 IEEE International Conference on Multimedia and Expo, ICME 2000, New York, NY, USA, July 30 - August 2, 2000, pages 1535–1538, 2000. IEEE Computer Society
Automated Threshold Selection for the Detection of Dissolves in MPEG Videos [link]Paper   doi   link   bibtex  
Entropy Production in Color Images. Boccignone, G.; Ferraro, M.; and Caelli, T. In 15th International Conference on Pattern Recognition, ICPR'00, Barcelona, Spain, September 3-8, 2000, pages 1202–1205, 2000. IEEE Computer Society
Entropy Production in Color Images [link]Paper   doi   link   bibtex  
Algorithm for video cut detection in MPEG sequences. Boccignone, G.; Santo, M. D.; and Percannella, G. In Yeung, M. M.; Yeo, B.; and Bouman, C. A., editor(s), Storage and Retrieval for Media Databases 2000, San Jose, CA, USA, January 26, 2000, volume 3972, of SPIE Proceedings, pages 523–530, 2000. SPIE
Algorithm for video cut detection in MPEG sequences [link]Paper   doi   link   bibtex  
  1999 (4)
On the Representation of Image Structures via Scale Space Entropy Conditions. Ferraro, M.; Boccignone, G.; and Caelli, T. IEEE Trans. Pattern Anal. Mach. Intell., 21(11): 1199–1203. 1999.
On the Representation of Image Structures via Scale Space Entropy Conditions [link]Paper   doi   link   bibtex  
Visual Information from Anisotropic Transformations. Boccignone, G.; Ferraro, M.; and Caelli, T. In 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 27-29 September 1999, Venice, Italy, pages 334–339, 1999. IEEE Computer Society
Visual Information from Anisotropic Transformations [link]Paper   doi   link   bibtex  
Local Structure in Images from Entropy Production. Boccignone, G.; Ferraro, M.; and Caelli, T. In Proceedings of the 1999 International Conference on Image Processing, ICIP '99, Kobe, Japan, October 24-28, 1999, pages 343–347, 1999. IEEE
Local Structure in Images from Entropy Production [link]Paper   doi   link   bibtex  
Joint Audio-Video Processing of MPEG Encoded Sequences. Boccignone, G.; Santo, M. D.; and Percannella, G. In IEEE International Conference on Multimedia Computing and Systems, ICMCS 1999, Florence, Italy, June 7-11, 1999. Volume II, pages 225–229, 1999. IEEE Computer Society
Joint Audio-Video Processing of MPEG Encoded Sequences [link]Paper   doi   link   bibtex  
  1998 (3)
Entropy-based detection of microcalcifications in wavelet space. Boccignone, G.; Chianese, A.; and Picariello, A. In Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98, Seattle, Washington, USA, May 12-15, 1998, pages 2713–2716, 1998. IEEE
Entropy-based detection of microcalcifications in wavelet space [link]Paper   doi   link   bibtex  
Information Properties in Fine-to-Coarse Image Transformations. Ferraro, M.; and Boccignone, G. In Proceedings of the 1998 IEEE International Conference on Image Processing, ICIP-98, Chicago, Illinois, USA, October 4-7, 1998, pages 757–761, 1998. IEEE Computer Society
Information Properties in Fine-to-Coarse Image Transformations [link]Paper   doi   link   bibtex  
Small target detection using wavelets. Boccignone, G.; Chianese, A.; and Picariello, A. In Jain, A. K.; Venkatesh, S.; and Lovell, B. C., editor(s), Fourteenth International Conference on Pattern Recognition, ICPR 1998, Brisbane, Australia, 16-20 August, 1998, pages 1776–1778, 1998. IEEE Computer Society
Small target detection using wavelets [link]Paper   doi   link   bibtex  
  1997 (5)
A Neural Algorithm for MAX-2SAT: Performance Analysis and Circuit Implementation. Alberti, M. A.; Bertoni, A.; Campadelli, P.; Grossi, G.; and Posenato, R. Neural Networks, 10(3): 555–560. 1997.
A Neural Algorithm for MAX-2SAT: Performance Analysis and Circuit Implementation [link]Paper   doi   link   bibtex  
Multiscale contrast enhancement of medical images. Boccignone, G.; and Picariello, A. In 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '97, Munich, Germany, April 21-24, 1997, pages 2789–2792, 1997. IEEE Computer Society
Multiscale contrast enhancement of medical images [link]Paper   doi   link   bibtex  
Analysis of a Genetic Model. Bertoni, A.; Campadelli, P.; Carpentieri, M.; and Grossi, G. In B"ack, T., editor(s), Proceedings of the 7th International Conference on Genetic Algorithms, East Lansing, MI, USA, July 19-23, 1997, pages 121–126, 1997. Morgan Kaufmann
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A Multiscale Contrast Enhancement Method. Boccignone, G. In Proceedings 1997 International Conference on Image Processing, ICIP '97, Santa Barbara, California, USA, October 26-29, 1997, pages 306–309, 1997. IEEE Computer Society
A Multiscale Contrast Enhancement Method [link]Paper   doi   link   bibtex  
A Discrete Neural Algorithm for the Maximum Clique Problem: Analysis and Circuit Implementation. Bertoni, A.; Campadelli, P.; and Grossi, G. In Italiano, G. F.; and Orlando, S., editor(s), Workshop on Algorithm Engineering, WAE '97, Venezia, Italy, September 11-13, 1997. Proceedings, pages 84–91, 1997. Università Ca' Foscari di Venezia
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  1996 (4)
A Processing Model for Two-Dimensional Images Based on the Object-Oriented Paradigm. Boccignone, G.; Santo, M. D.; Chianese, A.; and Picariello, A. Theory Pract. Object Syst., 2(4): 227–246. 1996.
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A Genetic Model and the Hopfield Networks. Bertoni, A.; Campadelli, P.; Carpentieri, M.; and Grossi, G. In von der Malsburg, C.; von Seelen, W.; Vorbr"uggen, J. C.; and Sendhoff, B., editor(s), Artificial Neural Networks - ICANN 96, 1996 International Conference, Bochum, Germany, July 16-19, 1996, Proceedings, volume 1112, of Lecture Notes in Computer Science, pages 463–468, 1996. Springer
A Genetic Model and the Hopfield Networks [link]Paper   doi   link   bibtex  
Enhancement of mammograms: experimental results. Boccignone, G.; and Picariello, A. In Proceedings 1996 International Conference on Image Processing, Lausanne, Switzerland, September 16-19, 1996, pages 347–350, 1996. IEEE Computer Society
Enhancement of mammograms: experimental results [link]Paper   doi   link   bibtex  
Anisotropic enhancement of mammographic images. Boccignone, G.; and Picariello, A. In 13th International Conference on Pattern Recognition, ICPR 1996, Vienna, Austria, 25-19 August, 1996, pages 408–412, 1996. IEEE Computer Society
Anisotropic enhancement of mammographic images [link]Paper   doi   link   bibtex  
  1995 (2)
Improving the Use of Contours for Off-line Cursive Script Segmentation. Boccignone, G.; Santo, M. D.; Chianese, A.; and Picariello, A. In Braccini, C.; Floriani, L. D.; and Vernazza, G., editor(s), Image Analysis and Processing, 8th International Conference, ICIAP '95, San Remo, Italy, September 13-15, 1995, Proceedings, volume 974, of Lecture Notes in Computer Science, pages 545–550, 1995. Springer
Improving the Use of Contours for Off-line Cursive Script Segmentation [link]Paper   doi   link   bibtex  
A neural circuit for the maximum 2-satisfiability problem. Alberti, M. A.; Bertoni, A.; Campadelli, P.; Grossi, G.; and Posenato, R. In 3rd Euromicro Workshop on Parallel and Distributed Processing (PDP '95), January 25-27, 1995, San Remo, Italy, pages 319–323, 1995. IEEE Computer Society
A neural circuit for the maximum 2-satisfiability problem [link]Paper   doi   link   bibtex  
  1994 (2)
A Software Architecture for Medical Image Processing Stations. Boccignone, G.; Chianese, A.; Santo, M. D.; and Picariello, A. In Proceedings 1994 International Conference on Image Processing, Austin, Texas, USA, November 13-16, 1994, pages 801–805, 1994. IEEE Computer Society
A Software Architecture for Medical Image Processing Stations [link]Paper   doi   link   bibtex  
Object-Oriented Representation of Shape Information. Boccignone, G.; Chianese, A.; Santo, M. D.; and Picariello, A. In Bertino, E.; and Urban, S. D., editor(s), Object-Oriented Methodologies and Systems, International Symposium ISOOMS '94, Palermo, Italy, September 21-22, 1994, Proceedings, volume 858, of Lecture Notes in Computer Science, pages 266–277, 1994. Springer
Object-Oriented Representation of Shape Information [link]Paper   doi   link   bibtex  
  1993 (3)
Recovering dynamic information from static handwriting. Boccignone, G.; Chianese, A.; Cordella, L. P.; and Marcelli, A. Pattern Recognit., 26(3): 409–418. 1993.
Recovering dynamic information from static handwriting [link]Paper   doi   link   bibtex  
An Experimental Vision Tool for Real Time Quality Control. Boccignone, G.; Esposito, L.; and Marcelli, A. In Chetverikov, D.; and Kropatsch, W. G., editor(s), Computer Analysis of Images and Patterns, 5th International Conference, CAIP'93, Budapest, Hungary, September 13-15, 1993, Proceedings, volume 719, of Lecture Notes in Computer Science, pages 706–710, 1993. Springer
An Experimental Vision Tool for Real Time Quality Control [link]Paper   doi   link   bibtex  
Building an object-oriented environment for document processing. Boccignone, G.; Chianese, A.; Santo, M. D.; and Picariello, A. In 2nd International Conference Document Analysis and Recognition, ICDAR '93, October 20-22, 1993, Tsukuba City, Japan, pages 436–439, 1993. IEEE Computer Society
Building an object-oriented environment for document processing [link]Paper