3 papers
cs.CV2024
Context-Aware Aerial Object Detection: Leveraging Inter-Object and Background Relationships
Botao Ren, Botian Xu, Xue Yang +3
In most modern object detection pipelines, the detection proposals are processed independently given the feature map. Therefore, they overlook the underlying relationships between…
cs.CV2024
PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection
Botao Ren, Xue Yang, Yi Yu +2
Single point supervised oriented object detection has gained attention and made initial progress within the community. Diverse from those approaches relying on one-shot samples or…
cs.CV2024
LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models
Jingyi Wang, Jianzhong Ju, Jian Luan +1
Recent advances in large vision-language models (VLMs) typically employ vision encoders based on the Vision Transformer (ViT) architecture. The division of the images into patches…