activity
20202023
most citedVRNet: Learning the Rectified Virtual Corresponding Points for 3D Point Cloud Registration

67 citations · 91 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2023

A Revisit of the Normalized Eight-Point Algorithm and A Self-Supervised Deep Solution

Bin Fan, Yuchao Dai, Yongduek Seo +1

The normalized eight-point algorithm has been widely viewed as the cornerstone in two-view geometry computation, where the seminal Hartley's normalization has greatly improved the…

cs.CV2022★ 17 cited

Learning a Task-specific Descriptor for Robust Matching of 3D Point Clouds

Zhiyuan Zhang, Yuchao Dai, Bin Fan +2

Existing learning-based point feature descriptors are usually task-agnostic, which pursue describing the individual 3D point clouds as accurate as possible. However, the matching t…

cs.CV2022★ 4 cited

Searching Dense Point Correspondences via Permutation Matrix Learning

Zhiyuan Zhang, Jiadai Sun, Yuchao Dai +2

Although 3D point cloud data has received widespread attentions as a general form of 3D signal expression, applying point clouds to the task of dense correspondence estimation betw…

cs.CV2022★ 2 cited

Rolling Shutter Inversion: Bring Rolling Shutter Images to High Framerate Global Shutter Video

Bin Fan, Yuchao Dai, Hongdong Li

A single rolling-shutter (RS) image may be viewed as a row-wise combination of a sequence of global-shutter (GS) images captured by a (virtual) moving GS camera within the exposure…

cs.CV2022

Context-Aware Video Reconstruction for Rolling Shutter Cameras

Bin Fan, Yuchao Dai, Zhiyuan Zhang +2

With the ubiquity of rolling shutter (RS) cameras, it is becoming increasingly attractive to recover the latent global shutter (GS) video from two consecutive RS frames, which also…

cs.CV2022★ 67 cited

VRNet: Learning the Rectified Virtual Corresponding Points for 3D Point Cloud Registration

Zhiyuan Zhang, Jiadai Sun, Yuchao Dai +2

3D point cloud registration is fragile to outliers, which are labeled as the points without corresponding points. To handle this problem, a widely adopted strategy is to estimate t…