2 papers
cs.CV2025
Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection
Riku Inoue, Masamitsu Tsuchiya, Yuji Yasui
Open World Object Detection (OWOD) is a challenging computer vision task that extends standard object detection by (1) detecting and classifying unknown objects without supervision…
cs.CV2025
Channel-wise Motion Features for Efficient Motion Segmentation
Riku Inoue, Masamitsu Tsuchiya, Yuji Yasui
For safety-critical robotics applications such as autonomous driving, it is important to detect all required objects accurately in real-time. Motion segmentation offers a solution…