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cs.CV2026
Bridging Object Detection and Segmentation with Polygon Detection Transformers
Jiacheng Sun, Jiaqi Lin, Wenlong Hu +8
Box detection and mask segmentation are two dominant paradigms for foreground representation: boxes are efficient but too coarse for object shapes, while masks are accurate but ove…
cs.CV2024★ 1 cited
Decoupled and Interactive Regression Modeling for High-performance One-stage 3D Object Detection
Weiping Xiao, Yiqiang Wu, Chang Liu +3
Inadequate bounding box modeling in regression tasks constrains the performance of one-stage 3D object detection. Our study reveals that the primary reason lies in two aspects: (1)…