The 26th International Conference on Pattern Recognition (ICPR 2022) covers topics such as:
- Computer Vision and Robotic Perception
- Stereo and 3D vision
- Early and low-level vision
- Object detection and recognition
- Multiple view geometry
- Deformable models and registration
- Motion, tracking and video analysis
- Scene analysis and understanding
- Learning for vision
- Vision and language
- Action and behavior recognition
- Vision for robotics, robot navigation and SLAM
- Perception for autonomous navigation and/or driving
- Perceptually driven reinforcement learning
- Artificial Intelligence, Machine Learning for Pattern Analysis
- Statistical learning theory
- Classification and clustering
- Neural network architectures and models
- Syntactic and structural pattern recognition
- Deep learning
- Graph models
- Online learning and continual learning
- Representation learning
- Transfer learning and meta learning
- Supervised, unsupervised, self-supervised and semi-supervised learning
- Active and ensemble learning
- Multi-modal and multi-view learning
- Compressed sensing and sparse representation
- Reinforcement learning
- Recurrent networks, temporal models and non-feed-forward methods
- Large scale learning and big data
- Generative models
- Low-shot and long-tailed learning
- Biometrics and Human-Machine Interaction
- Soft biometrics: skin, hair, ear, vein, facial expression
- Hard biometrics: face, iris, fingerprint, palmprint
- Multi-biometrics
- Gait and behavior
- Human-robot interaction
- Person identification and re-identification
- Social robotics
- Brain-computer interfaces
- Speech and natural language-based interaction
- Human body motion and gesture-based interaction
- Surveillance and security
- Affective computing
- Ethics and fairness issues in the use of biometrics
- Image, Video, Speech, and Signal Analysis
- Image and video processing
- Sensor array and multichannel signal processing
- Segmentation, features and descriptors
- Enhancement, restoration and filtering
- Speech and speaker recognition
- Coding, compression and super-resolution
- Computational photography
- Audio and acoustic processing
- Image analysis with ill-structured and spatial information
- Models, representations, and techniques for image mining
- Biomedical Image Analysis and Informatics
- Clinical predictive modeling
- Data-driven modeling of clinical care
- Biomedical imaging techniques
- Biostatistics
- Medical image analysis
- Quantitative microscopy
- Visualization and 3D printing
- Interactive segmentation
- Medical applications
- Document and Media Analysis
- Handwritten text recognition
- Text and symbol recognition
- Document understanding
- Document image analysis
- Scene text detection and recognition
- Natural language processing
- Content based image retrieval and data mining
- Graphics recognition
- Multimedia document analysis
- Visual question and answering
- Multimodal fusion
- Media analysis for augmented and virtual reality
- Video text detection and recognition
- Table detection, recognition, and structure extraction
- Human-document interaction
The 26th International Conference on Pattern Recognition (ICPR 2022) will be held in Montreal on 21-25 August 2022.
