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 title
N
| 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] |
| 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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O
| Observation of Vehicle Axles Through Pass-by Noise: A Strategy of Microphone Array Design, , , , and , in: IEEE Trans. on Intelligent Transportation Systems, 2013 |
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| OCR Based Slide Retrieval, , and , Idiap-RR-11-2005 |
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| On Spectral Methods and the Structuring of Home Videos, , and , Idiap-RR-55-2002 |
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P
| Parameter Estimation and Contextual Adaptation for a Multi-Object Tracking CRF Model, and , in: IEEE Workshop on Performance Evaluation of Tracking and Surveillance, 2013 |
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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] |
| Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers, , and , in: International Conference in Computer Vision - Workshops, 2021 |
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| Predicting Two Facets of Social Verticality in Meetings from Five-Minute Time Slices and Nonverbal Cues, , , and , in: Proceedings - ICMI 2008, 2008 |
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| Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups, and , in: Classification of Events, Activities and Relationship Evaluation and Workshop, 2007 |
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| Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups, and , Idiap-RR-21-2007 |
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| Probabilistic Latent Sequential Motifs: Discovering temporal activity patterns in video scenes, , and , Idiap-RR-33-2010 |
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| Probabilistic Latent Sequential Motifs: Discovering temporal activity patterns in video scenes, , and , in: BMVC 2010, Aberystwyth University, Aberystwyth, BMVA Press, 2010 |
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R
| Real-Time Audio-Visual Analysis for Multiperson Videoconferencing, , , , , , , , and , in: Advances in Multimedia, 2013:21, 2013 |
[DOI] [URL] |
| Real-time Convolutional Networks for Depth-based Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018 |
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| Real-time Multiple Head Tracking Using Texture and Colour Cues, and , Idiap-RR-02-2017 |
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| Recognizing Human Visual Focus of Attention from Head Pose in Meetings, and , in: IEEE Transactions on Systems, Man, Cybernetics, Part-B, Vol. 39(No. 1), 2009 |
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| Recognizing People's Focus of Attention from Head Poses: a Study, and , Idiap-RR-42-2006 |
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| Recognizing the Visual Focus of Attention for Human Robot Interaction, , and , in: IEEE International Conference on Intelligent Robots and Systems (IROS) - Human Behavior Understanding Workshop(IROS-HBU), 2012 |
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| Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020 |
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| Retrieving Ancient Maya Glyphs with Shape Context, , , and , in: 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops, Kyoto, Japan, IEEE, 2009 |
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| Robot-to-group Interaction in a Vernissage: Architecture & Dataset for Multi-party Dialog, , , , , , , and , in: Proceedings of 5th International Conference on Cognitive Systems, 2012 |
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| Robust and Accurate 3D Head Pose Estimation through 3DMM and Online Head Model Reconstruction, , and , in: Proceedings of the 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017), 2017 |
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| Robust and Accurate 3D Head Pose Estimation through 3DMM and Online Head Model Reconstruction, , and , Idiap-RR-09-2017 |
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| Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization, and , in: Proceedings of Interspeech, Hyderabad, INDIA, pages 2257-2261, 2018 |
[DOI] |
| Robust Playfield Segmentation using MAP Adaptation, and , in: Proc. 17th International Conference on Pattern Recognition (ICPR 2004), 2004 |
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| Robust Unsupervised Gaze Calibration using Conversation and Manipulation Attention Priors, and , in: ACM Transactions on Multimedia Computing, Communications, and Applications, 18(1):26, 2022 |
[DOI] [URL] |
S
| Sampling techniques for audio-visual tracking and head pose estimation, and , in: Multimodal Signal Processing: Human Interactions in Meetings, pages 84-102, Cambridge University Press, 2012 |
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| Searching the Past: An Improved Shape Descriptor to Retrieve Maya Hieroglyphs., , , and , in: Proceedings of the ACM International Conference in Multimedia, Scottsdale, USA, ACM, 2011 |
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| Sequential Monte Carlo Video Text Segmentation, and , in: ICIP, 2003 |
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| Shape Representations for Maya Codical Glyphs: Knowledge-driven or Deep?, , and , in: 15th International Workshop on Content-Based Multimedia Indexing, 2017 |
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| Sharingan: A Transformer Architecture for Multi-Person Gaze Following, , and , in: Int. Conference Computer Vision and Pattern Recognition (CVPR), Seatle, 2024 |
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| Short-Term Spatio-Temporal Clustering Applied to Multiple Moving Speakers, and , in: IEEE Transactions on Audio, Speech and Language Processing, 15(5):15, 2007 |
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| Short-Term Spatio-Temporal Clustering of Sporadic and Concurrent Events, , and , Idiap-RR-14-2004 |
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| Sparsity in Topic Models, , and , in: Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond, MIT Press, 2012 |
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| Spectral Structuring of Home Videos, , and , in: International Conference on Image and Video Retrieval (CIVR'03), Springer Verlag, 2003 |
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| Sports Event Recognition using Layered HMMs, and , Idiap-RR-07-2005 |
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| Statistical Shape Descriptors for Ancient Maya Hieroglyphs Analysis, , École Polytechnique Fédérale de Lausanne, 2012 |
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