163 citations · 966 across the 119 of their papers we have counts for
5 papers · 1 filter
GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs
Yuan Liu, Zehong Shen, Zhixuan Lin +3
Finding local correspondences between images with different viewpoints requires local descriptors that are robust against geometric transformations. An approach for transformation…
Latent Adversarial Defence with Boundary-guided Generation
Xiaowei Zhou, Ivor W. Tsang, Jie Yin
Deep Neural Networks (DNNs) have recently achieved great success in many tasks, which encourages DNNs to be widely used as a machine learning service in model sharing scenarios. Ho…
Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views
Junting Dong, Wen Jiang, Qixing Huang +2
This paper addresses the problem of 3D pose estimation for multiple people in a few calibrated camera views. The main challenge of this problem is to find the cross-view correspond…
Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion
Zhenpei Yang, Jeffrey Z. Pan, Linjie Luo +3
Estimating the relative rigid pose between two RGB-D scans of the same underlying environment is a fundamental problem in computer vision, robotics, and computer graphics. Most exi…
Learning Transformation Synchronization
Xiangru Huang, Zhenxiao Liang, Xiaowei Zhou +3
Reconstructing the 3D model of a physical object typically requires us to align the depth scans obtained from different camera poses into the same coordinate system. Solutions to t…