Keywords:
- 3D face model
- abnormality detection
- acoustic generators
- Acoustic signal processing
- activity
- appearance based methods
- Appearance based model
- appearance model
- Archaeology
- Artificial Neural Networks
- attention
- audio-visual speaker recognition
- Autism
- backchannels
- Bayesian modeling
- behavior analysis.
- bias correction
- blink
- bobbing estimation
- camera network
- Children
- clustering
- cognition
- computer vision
- Content-based multimedia indexing
- conversation
- convolutional network
- Convolutional neural network.
- Convolutional Neural Networks
- corpus
- covariance matrices
- Crowdsourcing
- Cultural heritage
- dataset
- deep learning
- Deep Metric Learning.
- deep neural networks
- Delays
- diarization
- Dimensionality reduction
- direction-of-arrival estimation
- DOA estimation
- domain adaptation
- embedding
- embedding learning
- Encoding
- entrainment to music
- Epigraphy
- Estimation
- eye movements
- eye tracking
- eye-gaze
- Face
- face clustering
- Face dirarization
- Face Recognition
- Face tracking
- Facial animations
- Feature extraction
- Feature-based tracking
- first impressions
- focus of attention
- gait
- Gaze
- Gaze Coding
- gaze detection
- Gaze estimation
- generative models
- geometric method
- grapevine pruning
- group dynamics
- HCI
- head nods
- Head pose
- Head pose tracking
- head-pose invariance
- HHI
- hieroglyph
- Histogram of orientation
- HOOSC
- HRI
- human activity recognition
- human behaviour analysis
- human detection
- Human pose estimation
- human-robot interaction
- image rectification
- image retrieval
- image segmentation
- indexing
- information fusion
- information visualization
- internet of things
- involvement
- keyframe extraction
- language
- learning
- likelihood-based encoding
- listener categories
- machine learning
- manipulation
- Maya civilization
- Maya culture
- Maya glyph
- maya glyphs
- Metric learning
- microphone arrays
- Microphones
- mixed activity
- Monte Carlo methods
- motif mining
- multi-camera
- multi-object tracking
- Multimodal
- multimodal identification
- Multimodal interaction
- Multimodal person diarization
- multiple face tracking
- multiple sound sources
- multiple speaker detection
- multivariate time series
- network output
- neural nets
- neural network-based sound source localization methods
- neural networks
- non parametric models
- non-verbal cues
- Nonverbal behavior
- OCR
- online calibration.
- particle filter
- person diarization
- person discovery
- person identification
- person invariance
- Person Tracking
- plant skeleton
- pLSA
- Position measurement
- precision viticulture
- real-time
- remote
- remote recording
- remote sensing
- remote sensor
- representation learning
- RGB-D
- RGB-D camera
- RGB-D cameras
- road vehicles
- Robots
- saccade
- Sampling
- scene analysis
- segmentation
- shape classification
- Shape descriptor
- shape recognition
- Shape retrieval
- shot boundary detection
- simultaneous detection
- single sound source
- sketch
- skin colour
- social computing
- sound mixtures
- sound source localization
- sparse autoencoder
- sparse coding
- spatial spectrum-based approaches
- speaker
- Speaker Diarization
- Speaker identification
- speaker recognition
- speaker verification
- spectral shot clustering
- Speech
- surveillance
- topic models
- tracking
- training
- transfer learning
- triplet loss
- unsupervised
- Unsupervised · Latent sequential patterns · Topic models · PLSA · Video surveillance · Activity analysis
- unsupervised activity analysis
- unsupervised calibration
- unsupervised learning
- usability
- user study
- variational inference
- ve- hicle detection.
- VFOA
- video
- video processing
- video structuring
- vineyard
- virtual agents
- visual focus of attention
- Visual similarity
- weakly-supervised learning.
Publications of Jean-Marc Odobez sorted by first author
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| Gaze Estimation in the 3D Space Using RGB-D sensors. Towards Head-Pose And User Invariance., and , in: International Journal of Computer Vision, 118(2):194-216, 2016 |
[DOI] [URL] |
| Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras, and , in: IEEE Computer Vision and Pattern Recognition Conference, Columbus, Ohio,USA, pages 1773-1780, IEEE, 2014 |
[DOI] |
| 3D Gaze Tracking and Automatic Gaze Coding from RGB-D Cameras, and , in: IEEE Conference in Computer Vision and Pattern Recognition, Vision Meets Cognition Workshop, Columbus, Ohio, USA, 2014 |
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| Person Independent 3D Gaze Estimation From Remote RGB-D Cameras, and , in: International Conference on Image Processing, Melbourne, Australia, IEEE, 2013 |
[DOI] |
| Gaze Estimation From Multimodal Kinect Data, and , in: IEEE Conference in Computer Vision and Pattern Recognition, Workshop on Gesture Recognition, Providence, RI, USA, 2012 |
[DOI] |
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| Investigating the use of Visual Focus of Attention for Audio-Visual Speaker Diarisation, , , and , in: Proceedings of the ACM International Conference on Multimedia, Beijing, China, 2009 |
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| MAAYA: Multimedia Methods to Support Maya Epigraphic Analysis, , , , , , and , in: Arqueologia computacional: Nuevos enfoques para el analisis y la difusion del patrimonio cultural, INAH-RedTDPC, 2017 |
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| A Mixed-State I-Particle Filter for Multi-Camera Speaker Tracking, , , and , in: IEEE Int. Conf. on Computer Vision Workshop on Multimedia Technologies for E-Learning and Collaboration (ICCV-WOMTEC), 2003 |
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| A Mixed-State I-Particle Filter for Multi-Camera Speaker Tracking, , , and , Idiap-RR-25-2003 |
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| Audio-Visual Speaker Tracking with Importance Particle Filters, , , , and , in: IEEE International Conference on Image Processing (ICIP), 2003 |
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| Audio-Visual Speaker Tracking with Importance Particle Filters, , , , and , Idiap-RR-37-2002 |
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| Audio-visual probabilistic tracking of multiple speakers in meetings, , , and , in: IEEE Trans. on Audio, Speech, and Language Processing, accepted for publication., 2006 |
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| Multimodal Multispeaker Probabilistic Tracking in Meetings, , , and , in: Proc. Int. Conf. on Multimodal Interfaces (ICMI), 2005 |
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| Audio-visual probabilistic tracking of multiple speakers in meetings, , , and , Idiap-RR-27-2005 |
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| Multimodal Multispeaker Probabilistic Tracking in Meetings, , , and , Idiap-RR-66-2004 |
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| Visual Attention, Speaking Activity, and Group Conversational Analysis in Multi-Sensor Environments, and , in: In H. Nakashima, J. Augusto, H. Aghajan (Eds.,',','), Handbook of Ambient Intelligence and Smart Environments, Springer, 2010 |
| Tracking People in Meetings with Particles, , , , and , in: Proc. Int. Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS,',','), invited paper, 2005 |
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| Tracking People in Meetings with Particles, , , , and , Idiap-RR-71-2004 |
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| The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy, , , , , , and , in: Proc. Digital Humanities Conference, Lausanne, 2014 |
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| New world, New Worlds: Visual Analysis of Pre-Columbian Pictorial Collections., , , and , in: Proceedings of the International Workshop on Multimedia for Cultural Heritage, Modena, Italy., Springer CCIS series book, 2011 |
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| Assessing Scene Structuring in Consumer Videos, , , , and , in: Int. Conf. on Image and Video Retrieval (CIVR), 2004 |
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| Assessing Scene Structuring in Consumer Videos, , , , and , Idiap-RR-11-2004 |
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| Comparison of Two Methods for Unsupervised Person Identification in TV Shows, , , , and , in: 12th International Workshop on Content-Based Multimedia Indexing, 2014 |
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| A Conditional Random field approach for audio-visual people diarization, , , , and , in: Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 116 - 120, IEEE, 2014 |
[DOI] |
| Face identification from overlaid texts using Local Face Recurrent Patterns and CRF models, , , , and , in: IEEE International Conference on Image Processing 2014, Paris, IEEE, 2014 |
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| CRF-Based Context Modeling for Person Identification in Broadcast Videos, , , and , in: Frontiers in ICT: Computer Image Analysis, 3, 2016 |
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| Towards Smart Pruning: ViNet, a Deep-Learning Approach for Grapevine Structure Estimation, , , and , in: Computers and Electronics in Agriculture, 207:107736, 2023 |
[DOI] [URL] |
| Efficient Grapevine Structure Estimation in Vineyards Conditions, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, pages 712--720, 2023 |
[URL] |
| Algorithms for Video Structuring, , and , Idiap-Com-05-2002 |
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| Klewel Webcast: from Research to Growing Company, , , and , in: IEEE Multimedia, 22(4):94-99, 2015 |
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| A Hierarchical Keyframe User Interface for Browsing Video over the Internet, , , and , Idiap-Com-02-2003 |
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| A Hierarchical Keyframe User Interface for Browsing Video over the Internet, , , and , in: Proceedings of the 9th International Conference on Human-Computer Interaction (INTERACT-2003), IOS Press, 2003 |
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| A Unified Model for Gaze Following and Social Gaze Prediction, , , and , in: The 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024 |
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| MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction, , , , and , in: 38th Conf. on Neural Information Processing System, 2024 |
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| A Modular Multimodal Architecture for Gaze Target Prediction: Application to Privacy-Sensitive Settings, , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022 |
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| Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following, , , and , in: Int. Conf. Computer Vision and Pattern Recognition (CVPR), Workshop on Gaze Estimation and Prediction in the Wild, 2024 |
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H
| Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:1303-1317, 2021 |
[DOI] [URL] |
| Multi-task Neural Network for Robust Multiple Speaker Embedding Extraction, , and , in: Proceedings of Interspeech 2021, 2021 |