Shape Prior Guided Instance Disparity Estimation for 3D Object Detection

In this paper, we propose a novel system named Disp R-CNN for 3D object detection from stereo images. Many recent works solve this problem by first recovering point clouds with disparity estimation and then apply a 3D detector. The disparity map is computed for the entire image, which is costly and...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 9 vom: 29. Sept., Seite 5529-5540
1. Verfasser: Chen, Linghao (VerfasserIn)
Weitere Verfasser: Sun, Jiaming, Xie, Yiming, Zhang, Siyu, Shuai, Qing, Jiang, Qinhong, Zhang, Guofeng, Bao, Hujun, Zhou, Xiaowei
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article