Spatial operations transform machine learning from working with simple vectors to understanding images and spatial patterns. When we look at a photo, our brains process spatial relationships—edges, ...

Abstract: 3D human pose estimation from 2D keypoint observation has been used in many human-centered computer vision applications. In this work, we tackle the task by formulating a novel grid ...

Abstract: The desnowing (snow removal) model is extensively utilized in various fields, including visual enhancement, security monitoring, and autonomous driving technology. Some previous work ...

Evidence is provided suggesting that aggregate neural activity at an early stage of visual processing (V1) can directly contribute to perceptual decisions in humans.