Emmanuel Dellandréa

Publications

International journals:

Gwendal Bernardi, Godefroy Brisebarre, Sébastien Roman, Mohsen Ardabilian, Emmanuel Dellandrea, "A comprehensive survey on image fusion: Which approach fits which need", Information Fusion, vol. 126(part A), 2026, https://doi.org/10.1016/j.inffus.2025.103594.

Tanguy Houget , Valeria Garbero , Marco Piras , Emmanuel Dellandrea, Pietro Salizzoni, "Micro-scale modelling of the urban heat island hazard during heatwaves: a case study in Turin", Philosophical Transactions of The Royal Society, 2025, https://doi.org/10.1098/rsta.2024.0574.

Matthieu Grard, Emmanuel Dellandréa, Liming Chen, "Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image", International Journal of Computer Vision, vol. 128(5), pp. 1331-1359, 2020.

Yuxing Tang, Josiah Wang, Xiaofang Wang, Boyang Gao, Emmanuel Dellandréa, Robert Gaizauskas, Liming Chen, "Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40(12), pp. 3045-3058, 2018.

Ying Lu, Liming Chen, Alexandre Saidi, Emmanuel Dellandréa, Yunhong Wang, "Discriminative Transfer Learning Using Similarities and Dissimilarities", IEEE Transactions on Neural Networks and Learning Systems, vol. 29(7), pp. 3097-3110, 2018.

Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa, Liming Chen, "Affective Video Content Analysis: A Multidisciplinary Insight", IEEE Transactions on Affective Computing, vol. 9(4), pp. 396-409, 2018.

Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa, Liming Chen, "Weakly Supervised Learning of Deformable Part-Based Models for Object Detection via Region Proposals", IEEE Transactions on Multimedia, vol. 19(2), pp. 393-407, 2017.

Xi Zhao, Jianhua Zou, Huibin Li, Emmanuel Dellandréa, Ioannis A. Kakadiaris, Liming Chen, "Automatic 2.5-D Facial Landmarking and Emotion Annotation for Social Interaction Assistance", IEEE Transactions on Cybernetics, vol. 46(9), pp. 2042-2055, 2016.

Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret, Liming Chen, "LIRIS-ACCEDE: A Video Database for Affective Content Analysis", IEEE Transactions on Affective Computing, vol. 6(1), pp. 43-55, 2015.

Xi Zhao, Emmanuel Dellandréa, Jianhua Zou, Liming Chen, "A unified probabilistic framework for automatic 3D facial expression analysis based on a Bayesian belief inference and statistical feature models", Image and Vision Computing, vol. 31(2), pp. 231-245, 2013.

Ningning Liu, Emmanuel Dellandréa, Liming Chen, Chao Zhu, Yu Zhang, Charles-Edmond Bichot, Stéphane Bres, Bruno Tellez, "Multimodal recognition of visual concepts using histograms of textual concepts and selective weighted late fusion scheme", Computer Vision and Image Understanding, vol. 117(5), pp. 493-512, 2013.

Xi Zhao, Emmanuel Dellandréa, Liming Chen, Ioannis A. Kakadiaris, "Accurate Landmarking of Three-Dimensional Facial Data in the Presence of Facial Expressions and Occlusions Using a Three-Dimensional Statistical Facial Feature Model", IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics, vol. 41(5), pp. 1417-1428, 2011.

Chao Zhu, Huanzhang Fu, Charles-Edmond Bichot, Emmanuel Dellandréa, Liming Chen, "Visual object recognition using multi-scale local binary patterns and line segment feature", International Journal of Signal and Imaging Systems Engineering, 2011.

Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen, "Classification of Emotional Speech Based on an Automatically Elaborated Hierarchical Classifier", ISRN Signal Processing, 2011.

Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen, "Multi-stage Classification of Emotional Speech Motivated by a Dimensional Emotion Model", Multimedia Tools and Applications, vol. 46(1), pp. 119-145, 2010.

Emmanuel Dellandréa, Pascal Makris, Nicole Vincent, "Zipf Analysis of Audio Signals", Fractals, World Scientific Publishing Company, vol. 12(1), pp. 73-85, 2004.

International conferences and workshops:

Rui Yang, Emmanuel Dellandréa, Matthieu Grard, Liming Chen, "Online Continual Learning of Diffusion Models: Multi-Mode Adaptive Generative Distillation", IEEE International Conference on Image Processing (ICIP), 2025.

Rui Yang, Matthieu Grard, Emmanuel Dellandréa, Liming Chen, "Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries", 5th International Conference on Robotics, Computer Vision and Intelligent Systems (ROBOVIS), 2025.

Alexandre Chapin, Emmanuel Dellandréa, Liming Chen, "Is an Object-Centric Representation Beneficial for Robotic Manipulation?", 5th International Conference on Robotics, Computer Vision and Intelligent Systems (ROBOVIS), 2025.

Rui Yang, Emmanuel Dellandréa, Matthieu Grard, Liming Chen, "Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning", IEEE International Conference on Image Processing (ICIP), 2024.

Quentin Gallouédec, Edward Beeching, Clément Romac, Emmanuel Dellandrea, "Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent", ICML 2024 Workshop on Aligning Reinforcement Learning Experimentalists and Theorists (Arlet), 2024.

Bernardi Gwendal, David Strubel, Brisebarre Godefroy, Jean François Garin, Mohsen Ardabilian, Emmanuel Dellandrea, "Image Fusion Survey: A Novel Taxonomy Integrating Transformer and Recent Approaches", ICPR 2024 Workshop on Multi-and Cross-Modal Information for Enhanced Pattern Recognition (MCMI), 2024.

Guillaume Duret, Mahmoud Ali, Nicolas Cazin, Danylo Mazurak, Anna Samsonenko, Alexandre Chapin, Florence Zara, Emmanuel Dellandrea, Liming Chen, Jan Peters, "FruitBin: a tunable large-scale dataset for advancing 6D pose estimation in fruit bin-picking automation", ECCV 2024 9th International Workshop on Recovering 6D Object Pose (R6D), 2024.

Quentin Gallouedec, Emmanuel Dellandréa, "Cell-Free Latent Go-Explore", International Conference on Machine Learning (ICML), 2023.

Guillaume Duret, Nicolas Cazin, Mahmoud Ali, Florence Zara, Emmanuel Dellandréa, Jan Peters, Liming Chen, "PickSim: A dynamically configurable Gazebo pipeline for robotic manipulation", ICRA 2023 Workshop on Advancing Robot Manipulation Through Open-Source Ecosystems, 2023.

Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Hénaff, Liming Chen, "Learning Less Generalizable Patterns for Better Test-Time Adaptation", International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2023.

Rui Yang, Matthieu Grard, Emmanuel Dellandréa, Liming Chen, "When Continual Learning Meets Robotic Grasp Detection: A Novel Benchmark on the Jacquard Dataset", International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2023.

Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Hénaff, Liming Chen, "Look Beyond Bias with Entropic Adversarial Data Augmentation", International Conference on Pattern Recognition (ICPR), 2022.

Quentin Gallouédec, Nicolas Cazin, Emmanuel Dellandrea, Liming Chen, "panda-gym : Open-source goal-conditioned environments for robotic learning", NeurIPS 2021 Workshop on Robot Learning: Self-Supervised and Lifelong Learning, 2021.

Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Henaff and Liming Chen, "Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Single-Source Domain Generalization", International Conference on Computer Vision Workshops (ICCVW), AROW2021, 2021.

Amaury Depierre, Emmanuel Dellandréa, Liming Chen, "Scoring Graspability based on Grasp Regression for Better Grasp Prediction", IEEE International Conference on Robotics and Automation (ICRA), 2021.

Maxime Petit, Emmanuel Dellandréa, Liming Chen, "Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction", IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2020.

Amaury Depierre, Emmanuel Dellandréa, Liming Chen, "Jacquard: A Large Scale Dataset for Robotic Grasp Detection", IEEE International Conference on Intelligent Robots and Systems (IROS), 2018.

Maxime Petit, Amaury Depierre, Xiaofang Wang, Emmanuel Dellandréa, Liming Chen, "Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning", IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2018.

Mattieu Grard, Romain Brégier, Florian Sella, Emmanuel Dellandréa, Liming Chen, "Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network", International Workshop on Human-Friendly Robotics (HFR 2017), 2017.

Yuxing Tang, Josiah Wang, Boyang Gao, Emmanuel Dellandréa, Robert J. Gaizauskas, Liming Chen, "Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2119-2128, Las Vegas, NV, USA, June 27-30, 2016.

Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret, Liming Chen, "Deep learning vs. kernel methods: Performance for emotion prediction in videos", International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 77-83, Xi'an, China, September 21-24, 2015.

Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandréa, Francesc Moreno-Noguer, Robert Gaizauskas, "Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions", Conference on Empirical Methods in Natural Language Processing, pp. 214-220, Lisbon, Portugal, 2015.

Ting Li, Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa, Liming Chen}, "Continuous Arousal Self-assessments Validation Using Real-time Physiological Responses", Workshop on Affect and Sentiment in Multimedia, ACM Multimedia, pp. 39-44, Brisbane, Australia, October 30, 2015.

Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa, Simon Masnou, Liming Chen, "Fusing generic objectness and deformable part-based models for weakly supervised object detection", IEEE International Conference on Image Processing (ICIP), pp. 4072-4076, Paris, France, October 27-30, 2014.

Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret, Liming Chen, "From crowdsourced rankings to affective ratings", International Conference on Multimedia and Expo Workshops, pp. 1-6, Chengdu, China, July 14-18, 2014.

Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa, Liming Chen, "A Protocol for Cross-Validating Large Crowdsourced Data: The Case of the LIRIS-ACCEDE Affective Video Dataset", Workshop on Crowdsourcing for Multimedia (CrowdMM), ACM Multimedia, pp. 3-8, Orlando, Florida, USA, November 7, 2014.

Yoann Baveye, Jean-Noel Bettinelli, Emmanuel Dellandréa, Liming Chen, Christel Chamaret, "A Large Video Data Base for Computational Models of Induced Emotion",International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 13-18, Geneva, Switzerland, September 2-5, 2013.

Boyang Gao, Emmanuel Dellandréa, Liming Chen, "Sparse Music Decomposition onto a MIDI Dictionary Driven by Statistical Music Knowledge", International Society for Music Information Retrieval Conference (ISMIR), pp. 445-450, Curitiba, Brazil, November 4-8, 2013.

Boyang Gao, Emmanuel Dellandréa, Liming Chen, "Accelerated Dictionary Learning with GPU/Multicore CPU and its Application to Music Classification", International Conference on Signal Processing (ICSP), 2012.

Boyang Gao, Emmanuel Dellandréa, Liming Chen, "Music sparse decomposition onto a MIDI dictionary of musical words and its application to music mood classification", International Workshop on Content-Based Multimedia Indexing (CBMI), 2012.

Ningning Liu, Emmanuel Dellandréa, Cha Zhu, Charles-Edmond Bichot, Liming Chen, "A Selective Weighted Late Fusion for Visual Concept Recognition", ECCV 2012 Workshop on Information Fusion in Computer Vision for Concept Recognition, 2012.

Huanzhang Fu, Emmanuel Dellandréa, Liming Chen, "Reconstructive and Discriminative Sparse Representation for Visual Object Categorization", British Machine Vision Conference (BMVC), 2011.

Ningning Liu, Emmanuel Dellandréa, Bruno Tellez, Liming Chen, "Associating textual features with visual ones to improve affective image classification", International Conference on Affective Computing and Intelligent Interaction (ACII), 2011.

Xi Zhao, Emmanuel Dellandréa, Liming Chen, "Building a Statistical AU Space for Facial Expression Recognition in 3D", International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011.

Ningning Liu, Emmanuel Dellandréa, Bruno Tellez, Liming Chen, "Evaluation of Features and Combination Approaches for the Classification of Emotional Semantics in Images", International Conference on Computer Vision, Theory and Applications (VISAPP), 2011.

Sandra Skaff, David Rouquet, Emmanuel Dellandréa, Achille Fallaise, Valérie Bellynck, Hervé Blanchon, Christian Boitet, Didier Schwab, Liming Chen, Alexandre Saidi, Gabriela Csurka, Luca Marchesotti, "Multimodal search for graphic designers", International Conference on Information Visualization Theory and Applications (IVAPP), 2011.

Emmanuel Dellandréa, Ningning Liu, Liming Chen, "Classification of affective semantics in images based on discrete and dimensional models of emotions", International Workshop on Content-Based Multimedia Indexing (CBMI), 2010.

Sebastian Wirkert, Emmanuel Dellandréa, Liming Chen, "Bayesian GOETHE Tracking", International Conference on Pattern Recognition (ICPR), 2010.

Xi Zhao, Di Huang, Emmanuel Dellandréa, Liming Chen, "Automatic 3D Facial Expression Recognition based on a Bayesian Belief Net and a Statistical Facial Feature Model", International Conference on Pattern Recognition (ICPR), 2010.

Xi Zhao, Emmanuel Dellandréa, Liming Chen, Dimitri Samaras, "AU Recognition on 3D Faces Based On An Extended Statistical Facial Feature Model", IEEE Fourth International Conference on Biometrics : Theory, Applications and Systems (BTAS), 2010.

Huanzhang Fu, Alain Pujol, Emmanuel Dellandréa, Liming Chen, "Image Modeling Using Statistical Measures for Visual Object Categorization", International Conference on Image Processing Theory, Tools and Applications (IPTA), 2010.

Chao Zhu, Huanzhang Fu, Charles-Edmond Bichot, Emmanuel Dellandréa, Liming Chen, "Visual Object Recognition using Local Binary Patterns and Segment-based Feature", International Conference on Image Processing Theory, Tools and Applications (IPTA), 2010.

Xi Zhao, Przemyslaw Szeptycki, Emmanuel Dellandréa, Liming Chen, "Precise 2.5D Facial Landmarking via an Analysis by Synthesis approach", IEEE Workshop on Applications of Computer Vision (WACV), 2009.

Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen, "Recognition of emotions in speech by a hierarchical approach", International Conference on Affective Computing and Intelligent Interaction (ACII), 2009.

Xi Zhao, Emmanuel Dellandréa, Liming Chen, "A People Counting System based on Face Detection and Tracking in a Video", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2009.

Huanzhang Fu, Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen, "Image Categorization Using ESFS : A New Embedded Feature Selection Method Based on SFS", Advanced Concepts for Intelligent Vision Systems (ACIVS), 2009.

Xi Zhao, Emmanuel Dellandréa, Liming Chen, "A 3D statistical facial feature model and its application on locating facial landmarks", Advanced Concepts for Intelligent Vision Systems (ACIVS), 2009.

Huanzhang Fu, Chao Zhu, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, "Visual Object Categorization via Sparse Representation", International Conference on Image and Graphics (ICIG), 2009.

Huanzhang Fu, Alain Pujol, Emmanuel Dellandréa, Liming Chen, "Region based visual object categorization using segment features and polynomial modeling", Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR), pp. 277-286, 2008.

Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen, "What is the best segment duration for music mood analysis?", International Workshop on Content-Based Multimedia Indexing, pp. 17-24,2008.

Zhongzhe Xiao, Emmanuel Dellandréa, Weibel Dou, Liming Chen, "Automatic hierarchical classification of emotional speech", Ninth IEEE International Symposium on Multimedia Workshops (ISMW), pp. 291-296, 2007.

Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen, "Two-stage classification of emotional speech", International Conference on Digital Telecommunications (ICDT'06), pp. 32-32, 2006.

Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen, "Features extraction and selection for emotional speech classification", IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 411-416, 2005.

Emmanuel Dellandréa, Hadi Harb, Liming Chen, "Zipf, neural networks and SVM for musical genre classification", Fifth IEEE International Symposium on Signal Processing and Information Technology, pp. 57-62, 2005.

Emmanuel Dellandréa, Pascal Makris, Nicole Vincent, "Inner structure computation for audio signal analysis", International Symposium on Image and Signal Processing and Analysis (ISPA), pp. 140-145, 2003.

Emmanuel Dellandréa, Pascal Makris, Nicole Vincent, "Wavelets and Zipf Law for Audio Signal Analysis", International Symposium on Signal Processing and its Applications (ISSPA), pp. 483-486, 2003.

Emmanuel Dellandréa, Pascal Makris, Michele Boiron, Nicole Vincent, "Multiresolution for the detection of xiphoidal sounds in noisy medical audio signals", EURASIP Conference focused on Video/Image Processing and Multimedia Communication (EC-VIP-MC), pp. 619-624, 2003.

Emmanuel Dellandréa, Pascal Makris, Cédric Melin, Michele Boiron, Nicole Vincent, "On the Contribution of Zipf Analysis for the Characterization of Medical Audio Signals", International Conference on Image and Signal Processing (ICISP), pp. 439-445, 2003.

Emmanuel Dellandréa, Pascal Makris, Michele Boiron, Nicole Vincent, "Xiphoidal Sounds Analysis by the way of Audio Signal Codings and Global Parameters Extraction", International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine, pp. 9-12, 2003.

Emmanuel Dellandréa, Pascal Makris, Michele Boiron, Nicole Vincent, "A medical acoustic signal analysis method based on Zipf law", IEEE International Conference on Digital Signal Processing (DSP), pp. 615-618, 2002.

Emmanuel Dellandréa, Pascal Makris, Michele Boiron, Nicole Vincent, "Active Contours for Bolus Tracking in X-Ray Images Sequences", IAPR Workshop on Machine Vision Applications (MVA), pp. 303-306, 2000.

Book chapters:

Ningning Liu, Emmanuel Dellandréa, Bruno Tellez, Liming Chen, "A Selective Weighted Late Fusion for Visual Concept Recognition", Fusion in Computer Vision - Understanding Complex Visual Content, Springer International Publishing, pp. 1-28, 2014.

Habilitation to Drive Research (HDR)

Contributions à la compréhension automatique de données visuelles. [Manuscript][slides]

Other publications:

Emmanuel Dellandréa, Martijn Huigsloot, Liming Chen, Yoann Baveye, Zhongzhe Xiao and Mats Sjöberg, "Predicting the Emotional Impact of Movies", ACM SIGMM Records, Issue 4, 2018.

Emmanuel Dellandréa, Martijn Huigsloot, Liming Chen, Yoann Baveye, Zhongzhe Xiao, Mats Sjöberg, "The MediaEval 2018 Emotional Impact of Movies Task", Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, October 29-31, 2018.

Emmanuel Dellandréa, Martijn Huigsloot, Liming Chen, Yoann Baveye, Mats Sjöberg, "The MediaEval 2017 Emotional Impact of Movies Task", Working Notes Proceedings of the MediaEval 2017 Workshop, Dublin, Ireland, September 13-15, 2017.

Emmanuel Dellandréa, Liming Chen, Yoann Baveye, Mats Sjöberg, Christel Chamaret, "The MediaEval 2016 Emotional Impact of Movies Task", Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, The Netherlands, October 20-21, 2016.

Mats Sjöberg, Yoann Baveye, Hanli Wang, Vu Lam Quang, Bogdan Ionescu, Emmanuel Dellandréa, Markus Schedl, Claire-Hélène Demarty, Liming Chen, "The MediaEval 2015 Affective Impact of Movies Task", Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015.

Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Emmanuel Dellandréa, Robert Gaizauskas, Villegas Mauricio, Krystian Mikolajczyk, "Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task", ImageCLEF, CLEF2015 Working Notes, Toulouse, France, 2015.