Keywords:
- 3D face model
- abnormality detection
- acoustic generators
- Acoustic signal processing
- activity
- Animal behavior recognition
- 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
- Chimpanzees
- 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
- Great apes
- 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-human primates
- non-verbal cues
- Nonverbal behavior
- OCR
- online calibration.
- particle filter
- person diarization
- person discovery
- person identification
- person invariance
- Person Tracking
- plant skeleton
- pLSA
- pose estimation
- 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
- Skeleton-based action recognition
- 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 foundation models
- 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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| Topic Models for Scene Analysis and Abnormality Detection, and , in: 9th International Workshop in Visual Surveillance, IEEE, Kyoto, Japan, IEEE, 2009 |
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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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| Investigating Semantic Segmentation Models to Assist Visually Impaired People, , and , Idiap-RR-13-2024 |
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| Investigating Semantic Segmentation Models to Assist Visually Impaired People, , and , in: European Conference on Computer Vision - Workshops, 2024 |
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| Multi-scale sequential network for semantic text segmentation and localization, , and , in: Pattern Recognition Letters, 129:63-69, 2020 |
[DOI] [URL] |
| WatchNet++: Efficient and accurate depth-based network for detecting people attacks and intrusion, , , and , in: Machine Vision and Applications, 2020 |
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| WatchNet: Efficient and Depth-based Network for People Detection in Video Surveillance Systems, , , and , in: IEEE International Conference on Advanced Video and Signal-based Surveillance, Auckland, NEW ZEALAND, pages 109-114, 2018 |
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| Application of Information Retrieval Technologies to Presentation Slides, and , in: IEEE Transactions on Multimedia, 8(5), 2006 |
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| Application of Information Retrieval Technologies to Presentation Slides, and , Idiap-RR-36-2005 |
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| CCDb-HG: Novel Annotations and Gaze-Aware Representations for Head Gesture Recognition, , , and , in: 18th IEEE Int. Conference on Automatic Face and Gesture Recognition (FG), Istanbul,, 2024 |
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| Enhancing 3D Gaze Estimation in the Wild using Weak Supervision with Gaze Following Labels, and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 |
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| Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition, , , , , , and , in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016 |
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| Fast Human Detection from Joint Appearance and Foreground Feature Subset Covariances, and , in: Computer Vision and Image Understanding, 115(10):1414-1426, 2011 |
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| Fast Human Detection in Videos using Joint Appearance and Foreground Learning from Covariances of Image Feature Subsets, and , Idiap-RR-19-2009 |
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| Multi-Person Bayesian Tracking with Multiple Cameras, and , in: Multi-camera networks: principles and applications, pages 363-388, Academic Press, 2009 |
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| Fast human detection from videos using covariance features, and , in: European Conference on Computer Vision, workshop on Visual Surveillance (ECCV-VS), Marseille, 2008 |
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| Multi-camera multi-person 3d space tracking with mcmc in surveillance scenarios, and , in: European Conference on Computer Vision, workshop on Multi Camera and Multi-modal Sensor Fusion Algorithms and Applications (ECCV-M2SFA2), Marseille, 2008 |
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| Multi-camera 3d person tracking with particle filter in a surveillance environment, and , in: 16th European Signal processing Conference (EUSIPCO), 2008 |
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| Multi-Layer Background Subtraction Based on Color and Texture, and , in: CVPR 2007 Workshop on Visual Surveillance (VS2007), 2007 |
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| Multi-Layer Background Subtraction Based on Color and Texture, and , Idiap-RR-67-2007 |
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| Fast Human Detection from Videos Using Covariance Features, and , Idiap-RR-68-2007 |
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| HeadFusion: 360 degree Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction, , and , in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 40(11), 2018 |
[DOI] |
| 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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| Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, , and , Idiap-RR-03-2019 |
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| Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, , and , in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019 |
| Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model, , and , in: European Conference on Computer Vision Workshop, 2018 |
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| Unsupervised Representation Learning for Gaze Estimation, and , in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 |
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