63 citations · 78 across the 5 of their papers we have counts for
6 papers
Iterative Deep Homography Estimation
Si-Yuan Cao, Jianxin Hu, Zehua Sheng +1
We propose Iterative Homography Network, namely IHN, a new deep homography estimation architecture. Different from previous works that achieve iterative refinement by network casca…
FocusNet: Classifying Better by Focusing on Confusing Classes
Xue Zhang, Zehua Sheng, Hui-Liang Shen
Nowadays, most classification networks use one-hot encoding to represent categorical data because of its simplicity. However, one-hot encoding may affect the generalization ability…
BVMatch: Lidar-based Place Recognition Using Bird's-eye View Images
Lun Luo, Si-Yuan Cao, Bin Han +2
Recognizing places using Lidar in large-scale environments is challenging due to the sparse nature of point cloud data. In this paper we present BVMatch, a Lidar-based frame-to-fra…
Guided Colorization Using Mono-Color Image Pairs
Ze-Hua Sheng, Hui-Liang Shen, Bo-Wen Yao +1
Compared to color images captured by conventional RGB cameras, monochrome images usually have better signal-to-noise ratio (SNR) and richer textures due to its higher quantum effic…
PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration
Si-Yuan Cao, Beinan Yu, Lun Luo +3
Multispectral and multimodal images are of important usage in the field of multi-source visual information fusion. Due to the alternation or movement of image devices, the acquired…
Normalized Total Gradient: A New Measure for Multispectral Image Registration
Shu-Jie Chen, Hui-Liang Shen
Image registration is a fundamental issue in multispectral image processing. In filter wheel based multispectral imaging systems, the non-coplanar placement of the filters always c…