no code implementations • CVPR 2022 • Dong Nie, Rui Lan, Ling Wang, Xiaofeng Ren
Semantic segmentation of point cloud data is a critical task for autonomous driving and other applications.
no code implementations • 9 Feb 2021 • Yanhao Zhang, Pan Pan, Yun Zheng, Kang Zhao, Yingya Zhang, Xiaofeng Ren, Rong Jin
We hope visual search at Alibaba becomes more widely incorporated into today's commercial applications.
no code implementations • CVPR 2014 • Si Lu, Xiaofeng Ren, Feng Liu
Based on this subspace constraint, our method formulates depth map enhancement as a low-rank matrix completion problem.
no code implementations • CVPR 2013 • Liefeng Bo, Xiaofeng Ren, Dieter Fox
Complex real-world signals, such as images, contain discriminative structures that differ in many aspects including scale, invariance, and data channel.
no code implementations • CVPR 2013 • Xiaofeng Ren, Deva Ramanan
Object detection has seen huge progress in recent years, much thanks to the heavily-engineered Histograms of Oriented Gradients (HOG) features.
no code implementations • NeurIPS 2010 • Liefeng Bo, Xiaofeng Ren, Dieter Fox
We highlight the kernel view of orientation histograms, and show that they are equivalent to a certain type of match kernels over image patches.