Infrared few-shot object detection (IFSOD) aims to detect infrared objects with limited labeled examples. Current infrared datasets, however, suffer from limited diversity in object types and classes, ...

Robust Region Feature Synthesizer for Zero-Shot Object Detection. CVPR 2022. [paper] [code] Jingren Liu, Yi Chen, Huajun Liu, Haofeng Zhang, Yudong Zhang. From Less to More: Progressive Generalized ...

UAV aerial images possess several characteristics, including large size, high resolution, tiny and dense objects. Existing algorithms may not meet the requirements for detection accuracy. To address ...

Results of Class-agnostic Object Detection of MViTS including our proposed Multiscale Attention ViT with Late fusion (MAVL) model, applications, and exploratory analysis. Class-agnostic Object ...