Papers in the main technical program must describe high-quality, original research. Topics of interest include the following aspects of computer vision and pattern recognition:

3D from a single image and shape-from-x
Action and behavior recognition
Adversarial learning
Biometrics
Computational photography
Datasets and evaluation
Detection and localization in 2D and 3D
Efficient training and inference methods
Explainable AI
Faces
Fairness, accountability, transparency, and ethics in vision
Gestures and body pose
Image and video synthesis
Image and video retrieval
Image and video manipulation detection and integrity methods.
Low-level and physics-based vision
Machine learning architectures and formulations
Medical, biological, and cell microscopy
Motion and tracking
Neural generative models
Optimization and learning methods
Recognition and classification
Representation learning
Scene analysis and understanding
Scene text and document understanding
Segmentation, grouping and shape
Stereo, 3D from multiview and other sensors
Transfer/Low-shot/Semi/Unsupervised Learning
Video analysis and understanding
Vision + language
Vision + other modalities
Vision applications and systems
Vision for robotics and autonomous vehicles
Visual reasoning and logical representation