Massimo Piccardi

191 papers A* 3A 7B 32C 6Misc 18Journal 70Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Attribute-Controlled Translation with Preference Optimization. EACL (Findings) Inigo Jauregi Unanue, Najmeh Sadoughi, Vimal Bhat, Zhu Liu, Massimo Piccardi
2026	J	`jnl`	Training Objectives and Evaluation Metrics for Counterfactual Story Rewriting. ACM Trans. Asian Low Resour. Lang. Inf. Process. Amelie Girard, Inigo Jauregi Unanue, Massimo Piccardi
2026	J	`jnl`	ViMedCSS: A Vietnamese Medical Code-Switching Speech Dataset & Benchmark. CoRR Tung X. Nguyen, Nhu Vo, Giang-Son Nguyen, Duy Mai Hoang, Chien Dinh Huynh, Inigo Jauregi Unanue, Massimo Piccardi, Wray L. Buntine, Dung D. Le
2025	A	`conf`	DAT-CRF: Improving the Directed Acyclic Transformer with CRF Integration. ECAI Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi
2025	B	`conf`	Defeating Eavesdropping Attacks with Inter-Cell Interference and Deep Reinforcement Learning. WCNC Nguyen Van Huynh, Diep N. Nguyen, Lorenzo Mucchi, Stefano Caputo, Massimo Piccardi, Dinh Thai Hoang, Eryk Dutkiewicz
2025	J	`jnl`	Empowering large language models for automated clinical assessment with generation-augmented retrieval and hierarchical chain-of-thought. Artif. Intell. Medicine Zhanzhong Gu, Wenjing Jia, Massimo Piccardi, Ping Yu
2025	J	`jnl`	Fine-tuning text-to-SQL models with reinforcement-learning training objectives. Nat. Lang. Process. J. Xuan-Bang Nguyen, Xuan-Hieu Phan, Massimo Piccardi
2025	C	`conf`	SPAD - A Secure and Privacy-Preserving Distributed Analytics Framework. ICBC Imran Makhdoom, Mehran Abolhasan, Justin Lipman, Daniel Robert Franklin, Massimo Piccardi
2024	J	`jnl`	A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers. CoRR Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
2024	J	`jnl`	A Generative Adversarial Attack for Multilingual Text Classifiers. CoRR Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
2024	—	`conf`	Improving Vietnamese-English Medical Machine Translation. LREC/COLING Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine
2024	J	`jnl`	Improving Vietnamese-English Medical Machine Translation. CoRR Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine
2024	—	`conf`	LayerGLAT: A Flexible Non-autoregressive Transformer for Single-Pass and Multi-pass Prediction. ECML/PKDD (2) Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi
2024	J	`jnl`	Learning Spatial Affordances From 3D Point Clouds for Mapping Unseen Human Actions in Indoor Environments. IEEE Access Lasitha Piyathilaka, Sarath Kodagoda, Karthick Thiyagarajan, Massimo Piccardi, D. M. G. Preethichandra, Umer Izhar
2024	J	`jnl`	Secure Multi-Party Computation for Machine Learning: A Survey. IEEE Access Ian Zhou, Farzad Tofigh, Massimo Piccardi, Mehran Abolhasan, Daniel Robert Franklin, Justin Lipman
2024	J	`jnl`	Securing Personally Identifiable Information: A Survey of SOTA Techniques, and a Way Forward. IEEE Access Imran Makhdoom, Mehran Abolhasan, Justin Lipman, Negin Shariati, Daniel Robert Franklin, Massimo Piccardi
2024	—	`conf`	SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. NAACL-HLT Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
2024	J	`jnl`	SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. CoRR Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
2024	—	`conf`	XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. LREC/COLING Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
2023	J	`jnl`	Detecting compromised IoT devices: Existing techniques, challenges, and a way forward. Comput. Secur. Imran Makhdoom, Mehran Abolhasan, Daniel Robert Franklin, Justin Lipman, Christian Zimmermann, Massimo Piccardi, Negin Shariati
2023	B	`conf`	I2Map: IoT Device Attestation Using Integrity Map. TrustCom Imran Makhdoom, Mehran Abolhasan, Justin Lipman, Daniel Robert Franklin, Massimo Piccardi
2023	—	`conf`	Improving Machine Translation and Summarization with the Sinkhorn Divergence. PAKDD (4) Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi
2023	J	`jnl`	Regressing Word and Sentence Embeddings for Low-Resource Neural Machine Translation. IEEE Trans. Artif. Intell. Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
2023	J	`jnl`	T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. CoRR Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
2023	J	`jnl`	T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. Trans. Assoc. Comput. Linguistics Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
2023	J	`jnl`	Topic-Based Unsupervised and Supervised Dictionary Induction. ACM Trans. Asian Low Resour. Lang. Inf. Process. Yuzhi Liu, Massimo Piccardi
2022	—	`conf`	A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. ACL (1) Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
2022	J	`jnl`	A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. CoRR Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
2022	Misc	`conf`	A Temperature-Modified Dynamic Embedded Topic Model. AusDM Amit Kumar, Nazanin Esmaili, Massimo Piccardi
2022	J	`jnl`	BiLSTM-SSVM: Training the BiLSTM with a Structured Hinge Loss for Named-Entity Recognition. IEEE Trans. Big Data Hanieh Poostchi, Massimo Piccardi
2022	J	`jnl`	Neural Topic Model Training with the REBAR Gradient Estimator. ACM Trans. Asian Low Resour. Lang. Inf. Process. Amit Kumar, Nazanin Esmaili, Massimo Piccardi
2022	—	`conf`	Traffic incident duration prediction via a deep learning framework for text description encoding. ITSC Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi
2022	J	`jnl`	Traffic incident duration prediction via a deep learning framework for text description encoding. CoRR Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi
2021	—	`conf`	A REINFORCEd Variational Autoencoder Topic Model. ICONIP (5) Amit Kumar, Nazanin Esmaili, Massimo Piccardi
2021	J	`jnl`	An Embedding-Based Topic Model for Document Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. Sattar Seifollahi, Massimo Piccardi, Alireza Jolfaei
2021	—	`conf`	BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. ACL/IJCNLP (2) Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi
2021	J	`jnl`	BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. CoRR Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi
2021	C	`conf`	Improving Adversarial Text Generation with n-Gram Matching. PACLIC Shijie Li, Massimo Piccardi
2021	J	`jnl`	Multichannel mixture models for time-series analysis and classification of engagement with multiple health services: An application to psychology and physiotherapy utilization patterns after traffic accidents. Artif. Intell. Medicine Nazanin Esmaili, Quinlan D. Buchlak, Massimo Piccardi, Bernie Kruger, Federico Girosi
2021	J	`jnl`	NeuSub: A Neural Submodular Approach for Citation Recommendation. IEEE Access Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
2021	—	`conf`	RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. SPNLP@ACL-IJCNLP Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
2021	J	`jnl`	RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. CoRR Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
2021	J	`jnl`	Topic-Document Inference With the Gumbel-Softmax Distribution. IEEE Access Amit Kumar, Nazanin Esmaili, Massimo Piccardi
2020	B	`conf`	Controlled Text Generation with Adversarial Learning. INLG Federico Betti, Giorgia Ramponi, Massimo Piccardi
2020	—	`conf`	Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. WMT@EMNLP Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Inigo Jauregi Unanue, Antonio Jimeno-Yepes, Nancy Mah, David Martínez, Aurélie Névéol, Mariana L. Neves, Maite Oronoz, Olatz Perez-de-Viñaspre, Massimo Piccardi, Roland Roller, Amy Siu, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Dina Wiemann, Lana Yeganova
2020	B	`conf`	Learning Neural Textual Representations for Citation Recommendation. ICPR Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
2020	J	`jnl`	Learning Neural Textual Representations for Citation Recommendation. CoRR Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
2020	B	`conf`	Leveraging Discourse Rewards for Document-Level Neural Machine Translation. COLING Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi
2020	J	`jnl`	Leveraging Discourse Rewards for Document-Level Neural Machine Translation. CoRR Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi
2020	—	`conf`	Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation. WMT@EMNLP Inigo Jauregi Unanue, Massimo Piccardi
2019	—	`conf`	A Submodular Approach for Reference Recommendation. PACLING Thanh Binh Kieu, Son Bao Pham, Xuan-Hieu Phan, Massimo Piccardi
2019	Misc	`conf`	A multi-constraint structured hinge loss for named-entity recognition. ALTA Hanieh Poostchi, Massimo Piccardi
2019	J	`jnl`	A simulated annealing-based maximum-margin clustering algorithm. Comput. Intell. Sattar Seifollahi, Adil M. Bagirov, Ehsan Zare Borzeshi, Massimo Piccardi
2019	Misc	`ed.`	Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, ALTA 2019, Sydney, Australia, December 4-6, 2019 ALTA Meladel Mistica, Massimo Piccardi, Andrew MacKinlay
2019	—	`conf`	ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. NAACL-HLT (1) Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi
2019	J	`jnl`	ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. CoRR Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi
2019	J	`jnl`	Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation. CoRR Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
2019	—	`conf`	Taxonomy-Based Feature Extraction for Document Classification, Clustering and Semantic Analysis. CICLing (2) Sattar Seifollahi, Massimo Piccardi
2019	J	`jnl`	Well-M IEEE Trans. Emerg. Top. Comput. Intell. Shaukat R. Abidi, Massimo Piccardi, Ivor W. Tsang, Mary-Anne Williams
2018	—	`conf`	A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. NMT@ACL Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
2018	J	`jnl`	A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. CoRR Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
2018	J	`jnl`	AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential Data. IEEE Trans. Neural Networks Learn. Syst. Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
2018	B	`conf`	BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset. LREC Hanieh Poostchi, Ehsan Zare Borzeshi, Massimo Piccardi
2018	Misc	`conf`	Cluster Labeling by Word Embeddings and WordNet's Hypernymy. ALTA Hanieh Poostchi, Massimo Piccardi
2018	B	`conf`	English-Basque Statistical and Neural Machine Translation. LREC Inigo Jauregi Unanue, Lierni Garmendia Arratibel, Ehsan Zare Borzeshi, Massimo Piccardi
2018	J	`jnl`	Minimum-risk temporal alignment of videos. Multim. Tools Appl. Zhen Wang, Massimo Piccardi
2018	—	`conf`	SMGKM: An Efficient Incremental Algorithm for Clustering Document Collections. CICLing (2) Adil M. Bagirov, Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger
2018	J	`jnl`	Sequential Labeling With Structural SVM Under Nondecomposable Losses. IEEE Trans. Neural Networks Learn. Syst. Guopeng Zhang, Massimo Piccardi, Ehsan Zare Borzeshi
2018	Misc	`conf`	Taxonomy-Augmented Features for Document Clustering. AusDM Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger
2017	Misc	`conf`	A Semi-supervised Hidden Markov Topic Model Based on Prior Knowledge. AusDM Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi
2017	C	`conf`	Dissimilarity-based action recognition with the pair hidden Markov support vector machine. MMSP Zhen Wang, Massimo Piccardi
2017	C	`conf`	Minimum-Risk Structured Learning of Video Summarization. ISM Fairouz Hussein, Massimo Piccardi
2017	J	`jnl`	Prototype-based budget maintenance for tracking in depth videos. Multim. Tools Appl. Sari Awwad, Massimo Piccardi
2017	J	`jnl`	Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CoRR Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
2017	J	`jnl`	Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. J. Biomed. Informatics Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
2017	J	`jnl`	V-JAUNE: A Framework for Joint Action Recognition and Video Summarization. ACM Trans. Multim. Comput. Commun. Appl. Fairouz Hussein, Massimo Piccardi
2016	A	`conf`	A pair hidden Markov support vector machine for alignment of human actions. ICME Zhen Wang, Massimo Piccardi
2016	—	`conf`	An Investigation of Recurrent Neural Architectures for Drug Name Recognition. Louhi@EMNLP Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
2016	J	`jnl`	An Investigation of Recurrent Neural Architectures for Drug Name Recognition. CoRR Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
2016	—	`conf`	Bidirectional LSTM-CRF for Clinical Concept Extraction. ClinicalNLP@COLING 2016 Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
2016	J	`jnl`	Bidirectional LSTM-CRF for Clinical Concept Extraction. CoRR Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
2016	J	`jnl`	Bidirectional LSTM-CRF for Clinical Concept Extraction. CoRR Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
2016	J	`jnl`	Big data meets multimedia analytics. Signal Process. Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao
2016	Misc	`conf`	Joint action recognition and summarization by sub-modular inference. ICASSP Fairouz Hussein, Sari Awwad, Massimo Piccardi
2016	Misc	`conf`	Local depth patterns for fine-grained activity recognition in depth videos. IVCNZ Sari Awwad, Massimo Piccardi
2016	B	`conf`	PersoNER: Persian Named-Entity Recognition. COLING Hanieh Poostchi, Ehsan Zare Borzeshi, Mohammad Abdous, Massimo Piccardi
2016	—	`conf`	Sequential Labeling with Structural SVM Under an Average Precision Loss. S+SSPR Guopeng Zhang, Massimo Piccardi
2016	A	`conf`	Static action recognition by efficient greedy inference. WACV Shaukat R. Abidi, Massimo Piccardi, Mary-Anne Williams
2015	J	`jnl`	Action recognition in still images by latent superpixel classification. CoRR Shaukat R. Abidi, Massimo Piccardi, Mary-Anne Williams
2015	J	`jnl`	An Adaptive Online HDP-HMM for Segmentation and Classification of Sequential Data. CoRR Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
2015	A*	`conf`	Local Depth Patterns for Tracking in Depth Videos. ACM Multimedia Sari Awwad, Fairouz Hussein, Massimo Piccardi
2015	J	`jnl`	Structural SVM with Partial Ranking for Activity Segmentation and Classification. IEEE Signal Process. Lett. Guopeng Zhang, Massimo Piccardi
2015	J	`jnl`	Tracking people under heavy occlusions by layered data association. Multim. Tools Appl. Zui Zhang, Óscar Pérez Concha, Massimo Piccardi
2014	A	`conf`	A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response. AISTATS Ava Bargi, Richard Yi Da Xu, Zoubin Ghahramani, Massimo Piccardi
2014	B	`conf`	An Infinite Adaptive Online Learning Model for Segmentation and Classification of Streaming Data. ICPR Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
2014	B	`conf`	Complex event recognition by latent temporal models of concepts. ICIP Ehsan Zare Borzeshi, Afshin Dehghan, Massimo Piccardi, Mubarak Shah
2014	B	`conf`	Sequential labeling with structural SVM under the F1 loss. ICIP Guopeng Zhang, Massimo Piccardi
2014	J	`jnl`	Special issue on background modeling for foreground detection in real-world dynamic scenes. Mach. Vis. Appl. Thierry Bouwmans, Jordi Gonzàlez, Caifeng Shan, Massimo Piccardi, Larry S. Davis
2014	J	`jnl`	Training Initialization of Hidden Markov Models in Human Action Recognition. IEEE Trans Autom. Sci. Eng. Zia Moghaddam, Massimo Piccardi
2013	J	`jnl`	A non-parametric conditional factor regression model for high-dimensional input and response. CoRR Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
2013	J	`jnl`	Discriminative prototype selection methods for graph embedding. Pattern Recognit. Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke
2013	J	`jnl`	Joint Action Segmentation and Classification by an Extended Hidden Markov Model. IEEE Signal Process. Lett. Ehsan Zare Borzeshi, Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi
2013	A	`conf`	Towards simultaneous place classification and object detection based on conditional random field with multiple cues. IROS Lei Shi, Sarath Kodagoda, Massimo Piccardi
2012	—	`conf`	An online HDP-HMM for joint action segmentation and classification in motion capture data. CVPR Workshops Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
2012	—	`conf`	Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features. SSPR/SPR Ehsan Zare Borzeshi, Óscar Pérez Concha, Massimo Piccardi
2011	—	`conf`	A discriminative prototype selection approach for graph embedding in human action recognition. ICCV Workshops Ehsan Zare Borzeshi, Massimo Piccardi, Richard Yi Da Xu
2011	—	`conf`	Automatic Human Action Recognition in Videos by Graph Embedding. ICIAP (2) Ehsan Zare Borzeshi, Richard Yi Da Xu, Massimo Piccardi
2011	—	`conf`	HMM-MIO: An enhanced hidden Markov model for action recognition. CVPR Workshops Óscar Pérez Concha, Richard Y. D. Xu, Zia Moghaddam, Massimo Piccardi
2011	J	`jnl`	MLiT: mixtures of Gaussians under linear transformations. Pattern Anal. Appl. Ahmed Fawzi Otoom, Hatice Gunes, Óscar Pérez Concha, Massimo Piccardi
2011	B	`conf`	Robust density modelling using the student's t-distribution for human action recognition. ICIP Zia Moghaddam, Massimo Piccardi
2010	Misc	`conf`	Compressive Sensing of Time Series for Human Action Recognition. DICTA Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi
2010	B	`conf`	Histogram-Based Training Initialisation of Hidden Markov Models for Human Action Recognition. AVSS Zia Moghaddam, Massimo Piccardi
2010	—	`conf`	Human action recognition with MPEG-7 descriptors and architectures. ARTEMIS@ACM Multimedia Zia Moghaddam, Massimo Piccardi
2010	—	`conf`	Mixtures of Gaussian Distributions under Linear Dimensionality Reduction. VISAPP (2) Ahmed Fawzi Otoom, Óscar Pérez Concha, Massimo Piccardi
2010	Misc	`conf`	Robust Dimensionality Reduction for Human Action Recognition. DICTA Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi
2009	B	`conf`	An efficient Bayesian framework for on-line action recognition. ICIP Roberto Vezzani, Massimo Piccardi, Rita Cucchiara
2009	J	`jnl`	Automatic Temporal Segment Detection and Affect Recognition From Face and Body Display. IEEE Trans. Syst. Man Cybern. Part B Hatice Gunes, Massimo Piccardi
2009	Misc	`conf`	Deterministic Initialization of Hidden Markov Models for Human Action Recognition. DICTA Zia Moghaddam, Massimo Piccardi
2009	B	`conf`	Head detection for video surveillance based on categorical hair and skin colour models. ICIP Zui Zhang, Hatice Gunes, Massimo Piccardi
2009	B	`conf`	Mixtures of Normalized Linear Projections. ACIVS Ahmed Fawzi Otoom, Óscar Pérez Concha, Hatice Gunes, Massimo Piccardi
2008	J	`jnl`	A hardware generator of multi-point distributed random numbers for Monte Carlo simulation. Math. Comput. Simul. Nicola Bruti Liberati, Filippo Martini, Massimo Piccardi, Eckhard Platen
2008	B	`conf`	An accurate algorithm for head detection based on XYZ and HSV hair and skin color models. ICIP Zui Zhang, Hatice Gunes, Massimo Piccardi
2008	B	`conf`	Comparative performance analysis of feature sets for abandoned object classification. SMC Ahmed Fawzi Otoom, Hatice Gunes, Massimo Piccardi
2008	B	`conf`	Feature extraction techniques for abandoned object classification in video surveillance. ICIP Ahmed Fawzi Otoom, Hatice Gunes, Massimo Piccardi
2008	B	`conf`	Maximum-likelihood dimensionality reduction in gaussian mixture models with an application to object classification. ICPR Massimo Piccardi, Hatice Gunes, Ahmed Fawzi Otoom
2008	B	`conf`	Tracking People in Crowds by a Part Matching Approach. AVSS Zui Zhang, Hatice Gunes, Massimo Piccardi
2007	Misc	`conf`	A Review of Tracking Methods under Occlusions. MVA Zui Zhang, Massimo Piccardi
2007	B	`conf`	A framework for track matching across disjoint cameras using robust shape and appearance features. AVSS Christopher S. Madden, Massimo Piccardi
2007	J	`jnl`	Bi-modal emotion recognition from expressive face and body gestures. J. Netw. Comput. Appl. Hatice Gunes, Massimo Piccardi
2007	—	`conf`	Comparison Between Genetic Algorithms and the Baum-Welch Algorithm in Learning HMMs for Human Activity Classification. EvoWorkshops Óscar Pérez, Massimo Piccardi, Jesús García, Miguel Ángel Patricio Guisado, José Manuel Molina
2007	—	`conf`	Comparison of Classifiers for Human Activity Recognition. IWINAC (2) Óscar Pérez, Massimo Piccardi, Jesús García, José M. Molina
2007	—	`conf`	Comparison of Techniques for Mitigating the Effects of Illumination Variations on the Appearance of Human Targets. ISVC (2) Christopher S. Madden, Massimo Piccardi, Silvia Zuffi
2007	Misc	`conf`	Detecting Major Segmentation Errors for a Tracked Person Using Colour Feature Analysis. ICIAP Christopher S. Madden, Massimo Piccardi
2007	A*	`conf`	Hidden Markov Models with Kernel Density Estimation of Emission Probabilities and their Use in Activity Recognition. CVPR Massimo Piccardi, Óscar Pérez
2007	J	`jnl`	Tracking people across disjoint camera views by an illumination-tolerant appearance representation. Mach. Vis. Appl. Christopher S. Madden, Eric Dahai Cheng, Massimo Piccardi
2006	—	`conf`	A Bimodal Face and Body Gesture Database for Automatic Analysis of Human Nonverbal Affective Behavior. ICPR (1) Hatice Gunes, Massimo Piccardi
2006	J	`jnl`	Assessing facial beauty through proportion analysis by image processing and supervised learning. Int. J. Hum. Comput. Stud. Hatice Gunes, Massimo Piccardi
2006	B	`conf`	Creating and Annotating Affect Databases from Face and Body Display: A Contemporary Survey. SMC Hatice Gunes, Massimo Piccardi
2006	—	`conf`	Human-Focused Computer Vision Applications. CGIV Massimo Piccardi
2006	B	`conf`	Matching of Objects Moving Across Disjoint Cameras. ICIP Eric Dahai Cheng, Massimo Piccardi
2006	B	`conf`	Mitigating the Effects of Variable Illumination for Tracking across Disjoint Camera Views. AVSS Eric Dahai Cheng, Christopher S. Madden, Massimo Piccardi
2006	B	`conf`	Video Surveillance at the Beginning of the Third Millennium: The Viewpoint of Research, Industry, Government Bodies, Research Funding Agencies and the Community. AVSS Massimo Piccardi
2005	—	`conf`	A hardware generator for multi-point distributed random variables. ISCAS (2) Nicola Bruti Liberati, Eckhard Platen, Filippo Martini, Massimo Piccardi
2005	B	`conf`	Affect recognition from face and body: early fusion vs. late fusion. SMC Hatice Gunes, Massimo Piccardi
2005	A	`conf`	An FPGA generator for multipoint distributed random variables (abstract only). FPGA Nicola Bruti Liberati, Eckhard Platen, Filippo Martini, Massimo Piccardi
2005	—	`conf`	Automatic Visual Recognition of Face and Body Action Units. ICITA (1) Hatice Gunes, Massimo Piccardi
2005	—	`conf`	Boat-generated acoustic target signal detection by use of an Adaptive Median CFAR and multi-frame integration algorithm. EUSIPCO Eric Dahai Cheng, Massimo Piccardi, Tony Jan
2005	B	`conf`	Fusing Face and Body Display for Bi-modal Emotion Recognition: Single Frame Analysis and Multi-frame Post Integration. ACII Hatice Gunes, Massimo Piccardi
2005	B	`conf`	Fusing face and body gesture for machine recognition of emotions. RO-MAN Hatice Gunes, Massimo Piccardi
2005	—	`conf`	Multi-Frame Moving Object Track Matching Based on an Incremental Major Color Spectrum Histogram Matching Algorithm. CVPR Workshops Massimo Piccardi, Eric Dahai Cheng
2005	Misc	`conf`	Track Matching by Major Color Histograms Matching and Post-matching Integration. ICIAP Eric Dahai Cheng, Massimo Piccardi
2005	B	`conf`	Track matching over disjoint camera views based on an incremental major color spectrum histogram. AVSS Massimo Piccardi, Eric Dahai Cheng
2004	C	`conf`	Automated classification of female facial beauty by image analysis and supervised learning. VCIP Hatice Gunes, Massimo Piccardi, Tony Jan
2004	—	`conf`	Automatic License Plate Recognition: a Review. CISST Wenjing Jia, Xiangjian He, Massimo Piccardi
2004	—	`conf`	Background subtraction techniques: a review. SMC (4) Massimo Piccardi
2004	—	`conf`	Comparative beauty classification for pre-surgery planning. SMC (3) Hatice Gunes, Massimo Piccardi, Tony Jan
2004	—	`conf`	Efficient video object classifier using locality-enhanced support vector machines. SMC (7) Tony Jan, Pohsiang Tsai, Massimo Piccardi, Tom Hintz
2004	—	`conf`	Face and Body Gesture Analysis for Multimodal HCI. APCHI Hatice Gunes, Massimo Piccardi, Tony Jan
2004	B	`conf`	Mean-shift background image modelling. ICIP Massimo Piccardi, Tony Jan
2004	J	`jnl`	Neighbor cache prefetching for multimedia image and video processing. IEEE Trans. Multim. Rita Cucchiara, Massimo Piccardi, Andrea Prati
2004	—	`ed.`	Visual Information Processing 2003, Proceedings of the Pan-Sydney Area Workshop on Visual Information Processing, VIP2003 VIP Massimo Piccardi, Tom Hintz, Sean He, Mao Lin Huang, David Dagan Feng
2003	J	`jnl`	Detecting Moving Objects, Ghosts, and Shadows in Video Streams. IEEE Trans. Pattern Anal. Mach. Intell. Rita Cucchiara, Costantino Grana, Massimo Piccardi, Andrea Prati
2003	—	`conf`	Face and Body Gesture Recognition for a Vision-Based Multimodal Analyzer. VIP Hatice Gunes, Massimo Piccardi, Tony Jan
2003	J	`jnl`	Improving Data Prefetching Efficacy in Multimedia Applications. Multim. Tools Appl. Rita Cucchiara, Andrea Prati, Massimo Piccardi
2003	—	`conf`	Neural network classifiers for automated video surveillance. NNSP Tony Jan, Massimo Piccardi, Tom Hintz
2003	—	`conf`	Performance Evaluation of an Automated Classifier of Female Facial Beauty. CISST Hatice Gunes, Massimo Piccardi, Tony Jan
2003	—	`conf`	Suspicious Behavior Assessment for Visual Surveillance Using Neural Network Classifiers. CISST Tony Jan, Massimo Piccardi, Hatice Gunes
2001	J	`jnl`	An application of machine learning and statistics to defect detection. Intell. Data Anal. Rita Cucchiara, Paola Mello, Massimo Piccardi, Fabrizio Riguzzi
2001	Misc	`conf`	Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information. ICIAP Rita Cucchiara, Costantino Grana, Andrea Prati, Massimo Piccardi
2001	J	`jnl`	From Eager to Lazy Constrained Data Acquisition: A General Framework. New Gener. Comput. Paola Mello, Michela Milano, Marco Gavanelli, Evelina Lamma, Massimo Piccardi, Rita Cucchiara
2000	J	`jnl`	Computational models for image processing for shared-memory multiprocessors. Integr. Comput. Aided Eng. Alessandro Callipo, Rita Cucchiara, Massimo Piccardi
2000	A	`conf`	Focus based Feature Extraction for Pallets Recognition. BMVC Rita Cucchiara, Massimo Piccardi, Andrea Prati
2000	—	`conf`	Hardware Prefetching Techniques for Cache Memories in Multimedia Applications. CAMP Rita Cucchiara, Massimo Piccardi, Andrea Prati
2000	J	`jnl`	Image analysis and rule-based reasoning for a traffic monitoring system. IEEE Trans. Intell. Transp. Syst. Rita Cucchiara, Massimo Piccardi, Paola Mello
1999	Misc	`conf`	3D Object Recognition by VC-Graphs and Interactive Constraint Satisfaction. ICIAP Rita Cucchiara, Evelina Lamma, Paola Mello, Michela Milano, Massimo Piccardi
1999	A*	`conf`	Constraint Propagation and Value Acquisition: Why we should do it Interactively. IJCAI Evelina Lamma, Paola Mello, Michela Milano, Rita Cucchiara, Marco Gavanelli, Massimo Piccardi
1999	J	`jnl`	Eliciting visual primitives for detection of elongated shapes. Image Vis. Comput. Rita Cucchiara, Massimo Piccardi
1999	—	`conf`	Exploiting Cache in Multimedia. ICMCS, Vol. 1 Rita Cucchiara, Massimo Piccardi, Andrea Prati
1999	Misc	`conf`	Real-Time Detection of Moving Vehicles. ICIAP Rita Cucchiara, Andrea Prati, Massimo Piccardi, Nello Scarabottolo
1999	—	`conf`	Vehicle Detection under Day and Night Illumination. IIA/SOCO Rita Cucchiara, Massimo Piccardi
1998	J	`jnl`	A real-time hardware implementation of the hough transform. J. Syst. Archit. Rita Cucchiara, Giovanni Neri, Massimo Piccardi
1998	Misc	`conf`	Exploiting image processing locality in cache pre-fetching. HiPC Rita Cucchiara, Massimo Piccardi
1998	—	`conf`	Interactive Constraint Satisfaction and its Application to Visual Object Recognition. APPIA-GULP-PRODE Evelina Lamma, Michela Milano, Rita Cucchiara, Paola Mello, Massimo Piccardi
1997	C	`conf`	Block processing on multiprocessor DSPs for multimedia applications. MMSP Rita Cucchiara, Alessandro Callipo, Massimo Piccardi
1997	B	`conf`	Exploiting Symbolic Learning in Visual Inspection. IDA Massimo Piccardi, Rita Cucchiara, Michele Bariani, Paola Mello
1997	—	`conf`	Learning for Feature Selection and Shape Detection. ICIAP (1) Rita Cucchiara, Massimo Piccardi, Michele Bariani, Paola Mello
1997	J	`jnl`	The GIOTTO System: a Parallel Computer for Image Processing. Real Time Imaging Rita Cucchiara, Luigi Di Stefano, Massimo Piccardi, Tullio Salmon Cinotti
1996	—	`conf`	Detection of luminosity profiles of elongated shapes. ICIP (3) Rita Cucchiara, Massimo Piccardi
1995	—	`conf`	A preliminary performance evaluation of the quadrics architecture with the DARPA image understanding benchmark. HPCN Europe Massimo Piccardi, Tullio Salmon Cinotti, Silvia Zuffi
1995	J	`jnl`	Detection of Circular Objects by Wave Propagation on a Mesh-Connected Computer. J. Parallel Distributed Comput. Rita Cucchiara, Luigi Di Stefano, Massimo Piccardi
1993	—	`conf`	Processing of variable size images on a cellular array: Performance analysis with the Abingdon Cross Benchmark. ASAP Massimo Piccardi, Luigi Di Stefano, Rita Cucchiara, Tullio Salmon Cinotti