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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| Improving speech embedding using crossmodal transfer learning with audio-visual data, and , in: Multimedia Tools and Applications, 78(11):15681-15704, 2019 |
[DOI] |
| Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization, and , in: Proceedings of Interspeech, Hyderabad, INDIA, pages 2257-2261, 2018 |
[DOI] |
| Improving speaker turn embedding by crossmodal transfer learning from face embedding, and , in: ICCV Workshop on Computer Vision for Audio-Visual Media, 2017 |
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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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| Learning Multimodal Temporal Representation for Dubbing Detection in Broadcast Media, and , in: ACM Multimedia, Amsterdam, ACM, 2016 |
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| Towards large scale multimedia indexing: A case study on person discovery in broadcast news, , and , in: 15th International Workshop on Content-Based Multimedia Indexing, 2017 |
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| EUMSSI team at the MediaEval Person Discovery Challenge, , , and , in: Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, 2015 |
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| View-Based Appearance Model Online Learning for 3D Deformable Face Tracking, and , in: Proc. Int. Conf. on Computer Vision Theory and Applications, Angers, 2010 |
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| Structure and appearance features for robust 3D facial actions tracking, and , in: IEEE Proc. Int. Conf. on Multimedia and Expo, IEEE, 2009 |
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| A Differential Approach for Gaze Estimation with Calibration, , , and , in: 29TH BRITISH MACHINE VISION CONFERENCE, 2018 |
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| A Differential Approach for Gaze Estimation, , and , in: IEEE Transaction on Pattern Analysis and Machine Intelligence, 43(3):1092--1098, 2021 |
[DOI] [URL] |
| Exploiting Scene Cues for Dropped Object Detection, , and , in: 9th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., 2014 |
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| Automated Bobbing and Phase Analysis to Measure Walking Entrainment, , , , , , and , in: IEEE International Conference on Image Processing (ICIP), Paris, 2014 |
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| 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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| A Bimodal Sound Source Model for Vehicle Tracking in Traffic Monitoring, , , and , in: European Signal Processing Conference, 2011 |
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| Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation, , , and , in: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 30(11):4207-4221, 2020 |
[DOI] [URL] |
| 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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| 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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| Investigating Depth Domain Adaptation for Efficient Human Pose Estimation, , , and , in: European Conference on Computer Vision - Workshops, 2018 |
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| Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers, , and , in: International Conference in Computer Vision - Workshops, 2021 |
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| Constructing visual models with a latent space approach, , , and , in: the Springer series of Lecture Notes in Computer Science, 2006 |
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| Constructing visual models with a latent space approach, , , and , Idiap-RR-14-2005 |
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| Contextual classification of image patches with latent aspect models, , , and , in: EURASIP Journal on Image and Video Processing, Special Issue on Patches in Vision, 2009 |
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| Integrating co-occurrence and spatial contexts on patch-based scene segmentation, , , and , in: Beyond Patches Workshop, in conjunction with CVPR, 2006 |
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| Integrating co-occurrence and spatial contexts on patch-based scene segmentation, , , and , Idiap-RR-30-2005 |
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| A Bayesian approach to machine learning model comparison, , Idiap-Com-01-2023 |
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| Real-Time Audio-Visual Analysis for Multiperson Videoconferencing, , , , , , , , and , in: Advances in Multimedia, 2013:21, 2013 |
[DOI] [URL] |