From the 1 of 61 linked papers with an AI index.
151 citations · 284 across the 39 of their papers we have counts for
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Resolution Correspondence Networks
Georgi Tinchev, Shuda Li, Kai Han +2
In this paper, we aim at establishing accurate dense correspondences between a pair of images with overlapping field of view under challenging illumination variation, viewpoint cha…
Deep Photometric Stereo for Non-Lambertian Surfaces
Guanying Chen, Kai Han, Boxin Shi +2
This paper addresses the problem of photometric stereo, in both calibrated and uncalibrated scenarios, for non-Lambertian surfaces based on deep learning. We first introduce a full…
LSD-C: Linearly Separable Deep Clusters
Sylvestre-Alvise Rebuffi, Sebastien Ehrhardt, Kai Han +2
We present LSD-C, a novel method to identify clusters in an unlabeled dataset. Our algorithm first establishes pairwise connections in the feature space between the samples of the…
Dual-Resolution Correspondence Networks
Xinghui Li, Kai Han, Shuda Li +1
We tackle the problem of establishing dense pixel-wise correspondences between a pair of images. In this work, we introduce Dual-Resolution Correspondence Networks (DualRC-Net), to…
Anisotropic Convolutional Networks for 3D Semantic Scene Completion
Jie Li, Kai Han, Peng Wang +2
As a voxel-wise labeling task, semantic scene completion (SSC) tries to simultaneously infer the occupancy and semantic labels for a scene from a single depth and/or RGB image. The…
Correspondence Networks with Adaptive Neighbourhood Consensus
Shuda Li, Kai Han, Theo W. Costain +2
In this paper, we tackle the task of establishing dense visual correspondences between images containing objects of the same category. This is a challenging task due to large intra…