activity
20182022
most citedAxiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs

156 citations · 159 across the 5 of their papers we have counts for

collaborators

7 papers

cs.CV2022

A Dual Neighborhood Hypergraph Neural Network for Change Detection in VHR Remote Sensing Images

Junzheng Wu, Ruigang Fu, Qiang Liu +4

The very high spatial resolution (VHR) remote sensing images have been an extremely valuable source for monitoring changes occurred on the earth surface. However, precisely detecti…

cs.CV2021

An Improved Discriminative Optimization for 3D Rigid Point Cloud Registration

Jia Wang, Ping Wang, Biao Li +2

The Discriminative Optimization (DO) algorithm has been proved much successful in 3D point cloud registration. In the original DO, the feature (descriptor) of two point cloud was d…

cs.CV20212 cited

A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images

Junzheng Wu, Biao Li, Yao Qin +3

Change detection (CD) in remote sensing images has been an ever-expanding area of research. To date, although many methods have been proposed using various techniques, accurately i…

cs.CV20201 cited

A Learning-based Optimization Algorithm:Image Registration Optimizer Network

Jia Wang, Ping Wang, Biao Li +2

Remote sensing image registration is valuable for image-based navigation system despite posing many challenges. As the search space of registration is usually non-convex, the optim…

cs.CV2020156 cited

Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs

Ruigang Fu, Qingyong Hu, Xiaohu Dong +3

To have a better understanding and usage of Convolution Neural Networks (CNNs), the visualization and interpretation of CNNs has attracted increasing attention in recent years. In…

eess.IV2018

Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification

Yao Qin, Lorenzo Bruzzone, Biao Li

This paper presents a tensor alignment (TA) based domain adaptation method for hyperspectral image (HSI) classification. To be specific, HSIs in both domains are first segmented in…