Multimodal Transformer Using Cross-Channel attention for Object Detection in Remote Sensing Images

arXiv:2310.13876v2 Announce Type: replace
Abstract: Object detection in Remote Sensing Images (RSI) is a critical task for numerous applications in Earth Observation (EO). Differing from object detection in natural images, object detection in remote sensing images faces challenges of scarcity of annotated data and the presence of small objects represented by only a few pixels. Multi-modal fusion has been determined to enhance the accuracy by fusing data from multiple modalities such as RGB, infrared (IR), lidar, and synthetic aperture radar …

abstract annotated data applications arxiv attention challenges cs.cv data detection earth earth observation images multimodal natural object observation replace sensing small transformer type