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
3
| 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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| 3D human pose recovery from image by efficient visual feature selection, , , and , in: Computer Vision and Image Understanding, 115(3), 2011 |
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| A Bayesian approach to machine learning model comparison, , Idiap-Com-01-2023 |
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| A Bimodal Sound Source Model for Vehicle Tracking in Traffic Monitoring, , , and , in: European Signal Processing Conference, 2011 |
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| A Cognitive and Unsupervised MAP Adaptation Approach to the Recognition of the Focus of Attention from Head Pose, and , in: International Conference on Multi-Media & Expo (ICME07), 2007 |
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| A Cognitive and Unsupervised MAP Adaptation Approach to the Recognition of the Focus of Attention from Head Pose, and , Idiap-RR-20-2007 |
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| A Color and Gradient Local Descriptor Fusion Scheme For Object Recognition, and , Idiap-RR-71-2003 |
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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] |
| A Deep Learning Approach for Robust Head Pose Independent Eye Movements Recognition from Videos, , and , in: 2019 ACM Symposium on Eye Tracking Research and Applications, pages 5, ACM, 2019 |
[DOI] |
| A Differential Approach for Gaze Estimation, , and , in: IEEE Transaction on Pattern Analysis and Machine Intelligence, 43(3):1092--1098, 2021 |
[DOI] [URL] |
| A Differential Approach for Gaze Estimation with Calibration, , , and , in: 29TH BRITISH MACHINE VISION CONFERENCE, 2018 |
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| A Domain Adaptation Approach to Improve Speaker Turn Embedding Using Face Representation, and , in: ACM International Conference on Multimodal Interaction, Glasgow, Scotland, ACM, 2017 |
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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 Hierarchical Keyframe User Interface for Browsing Video over the Internet, , , and , Idiap-Com-02-2003 |
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| A Joint Estimation of Head and Body Orientation Cues in Surveillance Video, , and , in: IEEE International Workshop on Socially Intelligent Surveillance and Monitoring, 2011 |
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| A Localization/Verification Scheme for Finding Text in Images and Video Frames Based on Contrast Independent Features and Machine Learning Methods, , and , in: Signal Processing: Image Communication, 19(3), 2004 |
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| A Localization/Verification Scheme for Finding Text in Images and Video Frames Based on Contrast Independent Features and Machine Learning Methods, and , Idiap-RR-42-2003 |
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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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| 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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| A Multitask and Kernel approach for Learning to Push Objects with a Task-Parameterized Deep Q-Network, , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| A New Method of Contrast Normalization for Verification of Extracted Video Text Having Complex Backgrounds, and , Idiap-RR-16-2002 |
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| A probabilistic framework for joint head tracking and pose estimation, and , in: 17th Int. Conf. Pattern Recognition (ICPR), 2004 |
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| A Probabilistic Framework for Joint Head Tracking and Pose Estimation, and , Idiap-RR-78-2003 |
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| A Rao-Blackwellized Mixed State Particle Filter for Head Pose Tracking, and , in: ACM ICMI Workshop on Multimodal Multiparty Meeting Processing (MMMP), 2005 |
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| A Rao-Blackwellized Mixed State Particle Filter for Head Pose Tracking, and , Idiap-RR-35-2005 |
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| A Semi-Automated System for Accurate Gaze Coding in Natural Dyadic Interactions, , , and , in: 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, ACM, 2013 |
[DOI] |
| A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs, , and , in: International Journal of Computer Vision, 103(1):100-126, 2013 |
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| A Sparsity Constraint for Topic Models - Application to Temporal Activity Mining, , and , Idiap-RR-36-2010 |
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| A Sparsity Constraint for Topic Models - Application to Temporal Activity Mining, , and , in: NIPS-2010 Workshop on Practical Applications of Sparse Modeling: Open Issues and New Directions, 2010 |
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| A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room, and , in: 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI06), 2006 |
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| A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room, and , Idiap-RR-10-2006 |
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| A Thousand Words in a Scene, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007 |
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| A Thousand Words in a Scene, , , and , Idiap-RR-40-2005 |
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| A Track Creation and Deletion Framework for Long-Term Online Multi-Face Tracking, and , in: IEEE Transactions on Image Processing, 2013 |
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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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| A Video Database for Head Pose Tracking Evaluation, and , Idiap-Com-04-2005 |
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| Active Learning of Bayesian Probabilistic Movement Primitives, , , and , in: IEEE Robotic and Automation Letters, 2021 |
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| Active Online Anomaly Detection using Dirichlet Process Mixture Model and Gaussian Process Classification, , , , and , in: IEEE Winter Conference on Applications of Computer Vision (WACV), Washington, 2017 |
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| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , Idiap-Com-01-2019 |
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