Emmanuel Dellandréa

Orcid: 0000-0001-7346-228X

According to our database1, Emmanuel Dellandréa authored at least 79 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent.
CoRR, 2024

2023
When Continual Learning Meets Robotic Grasp Detection: A Novel Benchmark on the Jacquard Dataset.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Learning Less Generalizable Patterns for Better Test-Time Adaptation.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Cell-Free Latent Go-Explore.
Proceedings of the International Conference on Machine Learning, 2023

2022
Learning Less Generalizable Patterns with an Asymmetrically Trained Double Classifier for Better Test-Time Adaptation.
CoRR, 2022

Look Beyond Bias with Entropic Adversarial Data Augmentation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Multi-Goal Reinforcement Learning environments for simulated Franka Emika Panda robot.
CoRR, 2021

Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Better Single-Source Domain Generalization.
CoRR, 2021

Scoring Graspability based on Grasp Regression for Better Grasp Prediction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Single-Source Domain Generalization.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image.
Int. J. Comput. Vis., 2020

Optimizing Correlated Graspability Score and Grasp Regression for Better Grasp Prediction.
CoRR, 2020

Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction.
Proceedings of the Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics, 2020

2019
Bicameral Structuring and Synthetic Imagery for Jointly Predicting Instance Boundaries and Nearby Occlusions from a Single Image.
CoRR, 2019

2018
Discriminative Transfer Learning Using Similarities and Dissimilarities.
IEEE Trans. Neural Networks Learn. Syst., 2018

Affective Video Content Analysis: A Multidisciplinary Insight.
IEEE Trans. Affect. Comput., 2018

Visual and Semantic Knowledge Transfer for Large Scale Semi-Supervised Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

The MediaEval 2018 Emotional Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Jacquard: A Large Scale Dataset for Robotic Grasp Detection.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning.
Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018

A Method to Accelerate K-Means and GMM Computation with GPU and Multi-Core CPU.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Weakly Supervised Learning of Deformable Part-Based Models for Object Detection via Region Proposals.
IEEE Trans. Multim., 2017

The MediaEval 2017 Emotional Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Object Segmentation in Depth Maps with One User Click and a Synthetically Trained Fully Convolutional Network.
Proceedings of the Human Friendly Robotics, 10th International Workshop, 2017

Adapting Convolutional Neural Networks on the Shoeprint Retrieval for Forensic Use.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

2016
Automatic 2.5-D Facial Landmarking and Emotion Annotation for Social Interaction Assistance.
IEEE Trans. Cybern., 2016

The MediaEval 2016 Emotional Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016


Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
LIRIS-ACCEDE: A Video Database for Affective Content Analysis.
IEEE Trans. Affect. Comput., 2015


Continuous Arousal Self-assessments Validation Using Real-time Physiological Responses.
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015

The MediaEval 2015 Affective Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task.
Proceedings of the Working Notes of CLEF 2015, 2015

Deep learning vs. kernel methods: Performance for emotion prediction in videos.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
A Selective Weighted Late Fusion for Visual Concept Recognition.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Evaluation of video activity localizations integrating quality and quantity measurements.
Comput. Vis. Image Underst., 2014


A Protocol for Cross-Validating Large Crowdsourced Data: The Case of the LIRIS-ACCEDE Affective Video Dataset.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

From crowdsourced rankings to affective ratings.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Fusing generic objectness and deformable part-based models for weakly supervised object detection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
A unified probabilistic framework for automatic 3D facial expression analysis based on a Bayesian belief inference and statistical feature models.
Image Vis. Comput., 2013

Multimodal recognition of visual concepts using histograms of textual concepts and selective weighted late fusion scheme.
Comput. Vis. Image Underst., 2013


Sparse Music Decomposition onto a MIDI Dictionary Driven by Statistical Music Knowledge.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

A Large Video Data Base for Computational Models of Induced Emotion.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

A Selective Weighted Late Fusion for Visual Concept Recognition.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

LIRIS-Imagine at ImageCLEF 2012 Photo Annotation Task.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Music sparse decomposition onto a MIDI dictionary of musical words and its application to music mood classification.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011
Accurate Landmarking of Three-Dimensional Facial Data in the Presence of Facial Expressions and Occlusions Using a Three-Dimensional Statistical Facial Feature Model.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Evaluation of Features and Combination Approaches for the Classification of Emotional Semantics in Images.
Proceedings of the VISAPP 2011, 2011

ECL-LIRIS at TrecVid 2011: Semantic Indexing.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011


LIRIS-Imagine at ImageCLEF 2011 Photo Annotation Task.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Reconstructive and Discriminative Sparse Representation for Visual Object Categorization.
Proceedings of the British Machine Vision Conference, 2011

Associating Textual Features with Visual Ones to Improve Affective Image Classification.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
Visual object categorization based on the fusion of region and local features.
Stud. Inform. Univ., 2010

Multi-stage classification of emotional speech motivated by a dimensional emotion model.
Multim. Tools Appl., 2010

Visual object recognition using local binary patterns and segment-based feature.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Image modeling using statistical measures for visual object categorization.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Automatic 3D Facial Expression Recognition Based on a Bayesian Belief Net and a Statistical Facial Feature Model.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Bayesian GOETHE Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Classification of affective semantics in images based on discrete and dimensional models of emotions.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

AU recognition on 3D faces based on an extended statistical facial feature model.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Precise 2.5D facial landmarking via an analysis by synthesis approach.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Visual Object Categorization via Sparse Representation.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

A People Counting System Based on Face Detection and Tracking in a Video.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

A 3D Statistical Facial Feature Model and Its Application on Locating Facial Landmarks.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

Image Categorization Using ESFS: A New Embedded Feature Selection Method Based on SFS.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

Recognition of emotions in speech by a hierarchical approach.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008
Region Based Visual Object Categorization Using Segment Features and Polynomial Modeling.
Proceedings of the Structural, 2008

What is the best segment duration for music mood analysis ?
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2005
Features extraction and selection for emotional speech classification.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2003
Wavelets and Zipf law for audio signal analysis.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
A medical acoustic signal analysis method based on Zipf law.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

2000
Active Contours for Bolus Tracking in X-Ray Images Sequences.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000


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