Zhiyong Lv

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 77

Top Topics

Change Detection

Satellite Images

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Tao Lei, Yetong Xu, Hailong Ning, Zhiyong Lv, Chongdan Min, Yaochu Jin, Asoke K. Nandi
Lightweight Structure-Aware Transformer Network for Remote Sensing Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Zhiyong Lv, Zhengjie Lei, Linfu Xie, Nicola Falco, Cheng Shi, Zhenzhen You
Novel Distribution Distance Based on Inconsistent Adaptive Region for Change Detection Using Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiuhong Yang, Tiankun Gou, Zhiyong Lv, Leida Li, Haiyan Jin
Weakly-supervised cloud detection and effective cloud removal for remote sensing images. J. Vis. Commun. Image Represent. 98 (2024)
Zhiyong Lv, Tianyv Yang, Tao Lei, Wenming Zhou, Zhou Zhang, Zhenzhen You
Spatial-Spectral Similarity Based on Adaptive Region for Landslide Inventory Mapping With Remote-Sensed Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhiyong Lv, Pengfei Zhang, Linfu Xie, Jón Atli Benediktsson, Tao Lei
Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lipeng Gao, Yiqing Zhou, Jiangtao Tian, Wenjing Cai, Zhiyong Lv
MCMCNet: A Semi-Supervised Road Extraction Network for High-Resolution Remote Sensing Images via Multiple Consistency and Multitask Constraints. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Peng Li
Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Yuliang Ji, Weiwei Sun, Yumiao Wang, Zhiyong Lv, Gang Yang, Yuanzeng Zhan, Chong Li
Domain Adaptive and Interactive Differential Attention Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dinghua Xue, Tao Lei, Shuangming Yang, Zhiyong Lv, Tongfei Liu, Yaochu Jin, Asoke K. Nandi
Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yangpeng Zhu, Qianyu Li, Zhiyong Lv, Nicola Falco
Novel Land Cover Change Detection Deep Learning Framework with Very Small Initial Samples Using Heterogeneous Remote Sensing Images. Remote. Sens. 15 (18) (2023)
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Jón Atli Benediktsson, Junhuai Li, Wei Wang
Novel Adaptive Region Spectral-Spatial Features for Land Cover Classification With High Spatial Resolution Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Jón Atli Benediktsson, Cheng Shi
Novel Piecewise Distance Based on Adaptive Region Key-Points Extraction for LCCD With VHR Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xu Yang, Zhiyong Lv, Jón Atli Benediktsson, Fengrui Chen
Novel Spatial-Spectral Channel Attention Neural Network for Land Cover Change Detection with Remote Sensed Images. Remote. Sens. 15 (1) (2023)
Zhiyong Lv, Ming Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei, Nicola Falco
Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Nicola Falco
Multiscale Attention Network Guided With Change Gradient Image for Land Cover Change Detection Using Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhiyong Lv, Haitao Huang, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Junhuai Li
Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jinquan Lu, Xiangchao Meng, Qiang Liu, Zhiyong Lv, Gang Yang, Weiwei Sun, Wei Jin
Hierarchical Feature Association and Global Correction Network for Change Detection. Remote. Sens. 15 (17) (2023)
Tao Lei, Yetong Xu, Hailong Ning, Zhiyong Lv, Chongdan Min, Yaochu Jin, Asoke K. Nandi
Lightweight Structure-aware Transformer Network for VHR Remote Sensing Image Change Detection. CoRR (2023)
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei
Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wei Guo, Zhiyong Lv, Jin Li, Ruishu Chen
Object detection of inland waterway ships based on improved YOLOv7. CNIOT (2023)
Cheng Shi, Mengxin Zhang, Zhiyong Lv, Qiguang Miao, Chi-Man Pun
Universal Object-Level Adversarial Attack in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tao Lei, Xinzhe Geng, Hailong Ning, Zhiyong Lv, Maoguo Gong, Yaochu Jin, Asoke K. Nandi
Ultralightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhiyong Lv, Jie Liu, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Xiuping Jia
Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiaojuan Ning, Yishu Ma, Yuanyuan Hou, Zhiyong Lv, Haiyan Jin, Zengbo Wang, Yinghui Wang
Trunk-Constrained and Tree Structure Analysis Method for Individual Tree Extraction from Scanned Outdoor Scenes. Remote. Sens. 15 (6) (2023)
Zhiyong Lv, Tongfei Liu, Robert Wang, Jón Atli Benediktsson, Sudipan Saha
Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhiyong Lv, FengJun Wang, Tongfei Liu, XiangBing Kong, Jón Atli Benediktsson
Novel Automatic Approach for Land Cover Change Detection by Using VHR Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Cheng Shi, Li Fang, Zhiyong Lv, Huifang Shen
Improved Generative Adversarial Networks for VHR Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiaojuan Ning, Yishu Ma, Yuanyuan Hou, Zhiyong Lv, Haiyan Jin, Yinghui Wang
Semantic Segmentation Guided Coarse-to-Fine Detection of Individual Trees from MLS Point Clouds Based on Treetop Points Extraction and Radius Expansion. Remote. Sens. 14 (19) (2022)
Cheng Shi, Yenan Dang, Li Fang, Zhiyong Lv, Minghua Zhao
Hyperspectral Image Classification With Adversarial Attack. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhiyong Lv, Haitao Huang, Lipeng Gao, Jón Atli Benediktsson, Minghua Zhao, Cheng Shi
Simple Multiscale UNet for Change Detection With Heterogeneous Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Tao Lei, Dinghua Xue, Hailong Ning, Shuangming Yang, Zhiyong Lv, Asoke K. Nandi
Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Meng Jia, Cheng Zhang, Zhiyong Lv, Zhiqiang Zhao, Lei Wang
Bipartite Adversarial Autoencoders With Structural Self-Similarity for Unsupervised Heterogeneous Remote Sensing Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhiyong Lv, Fengjun Wang, Weiwei Sun, Zhenzhen You, Nicola Falco, Jón Atli Benediktsson
Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhiyong Lv, Guangfei Li, Jixing Yan, Jón Atli Benediktsson, Zhenzhen You
Training Samples Enriching Approach for Classification Improvement of VHR Remote Sensing Image. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Cheng Shi, Li Fang, Zhiyong Lv, Minghua Zhao
Explainable scale distillation for hyperspectral image classification. Pattern Recognit. 122 (2022)
Xiuhong Yang, Yi Xue, Zhiyong Lv, Haiyan Jin
An effective LRTC model integrated with total α-order variation and boundary adjustment for multichannel visual data inpainting. IET Image Process. 16 (13) (2022)
Zhiyong Lv, Fengjun Wang, Guoqing Cui, Jón Atli Benediktsson, Tao Lei, Weiwei Sun
Spatial-Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhiyong Lv, Xuan Yang, Xiaokang Zhang, Jón Atli Benediktsson
Object-Based Sorted-Histogram Similarity Measurement for Detecting Land Cover Change With VHR Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Cheng Shi, Yenan Dang, Li Fang, Minghua Zhao, Zhiyong Lv, Qiguang Miao, Chi-Man Pun
Multifeature Collaborative Adversarial Attack in Multimodal Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhiyong Lv, Haitao Huang, Xinghua Li, Minghua Zhao, Jón Atli Benediktsson, Weiwei Sun, Nicola Falco
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective. Proc. IEEE 110 (12) (2022)
Cheng Shi, Zhiyong Lv, Huifang Shen, Li Fang, Zhenzhen You
Improved Metric Learning With the CNN for Very-High-Resolution Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuanfu Gong, Puyun Liao, Xiaodong Zhang, Lifei Zhang, Guanzhou Chen, Kun Zhu, Xiaoliang Tan, Zhiyong Lv
Enlighten-GAN for Super Resolution Reconstruction in Mid-Resolution Remote Sensing Images. Remote. Sens. 13 (6) (2021)
Zhiyong Lv, FengJun Wang, Linfu Xie, Weiwei Sun, Nicola Falco, Jón Atli Benediktsson, Zhenzhen You
Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhiyong Lv, Tongfei Liu, Cheng Shi, Jón Atli Benediktsson
Local Histogram-Based Analysis for Detecting Land Cover Change Using VHR Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Lipeng Gao, Jingyu Wang, Qixin Wang, Wenzhong Shi, Jiangbin Zheng, Hongping Gan, Zhiyong Lv, Honghai Qiao
Road Extraction Using a Dual Attention Dilated-LinkNet Based on Satellite Images and Floating Vehicle Trajectory Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Omid Ghorbanzadeh, Sansar Raj Meena, Hejar Shahabi Sorman Abadi, Sepideh Tavakkoli Piralilou, Zhiyong Lv, Thomas Blaschke
Landslide Mapping Using Two Main Deep-Learning Convolution Neural Network Streams Combined by the Dempster-Shafer Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Tao Lei, Linze Li, Zhiyong Lv, Mingzhe Zhu, Xiaogang Du, Asoke K. Nandi
Multi-Modality and Multi-Scale Attention Fusion Network for Land Cover Classification from VHR Remote Sensing Images. Remote. Sens. 13 (18) (2021)
Cheng Shi, Yenan Dang, Li Fang, Zhiyong Lv, Huifang Shen
Attention-Guided Multispectral and Panchromatic Image Classification. Remote. Sens. 13 (23) (2021)
Kun Zhu, Xiaodong Zhang, Guanzhou Chen, Xiaoliang Tan, Puyun Liao, Hongyu Wu, Xiujuan Cui, Yinan Zuo, Zhiyong Lv
Single Object Tracking in Satellite Videos: Deep Siamese Network Incorporating an Interframe Difference Centroid Inertia Motion Model. Remote. Sens. 13 (7) (2021)
Zhiyong Lv, Guangfei Li, Zhenong Jin, Jón Atli Benediktsson, Giles M. Foody
Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Cheng Shi, Zhiyong Lv, Xiuhong Yang, Pengfei Xu, Irfana Bibi
Hierarchical Multi-View Semi-Supervised Learning for Very High-Resolution Remote Sensing Image Classification. Remote. Sens. 12 (6) (2020)
Zhiyong Lv, Tongfei Liu, XiangBing Kong, Cheng Shi, Jón Atli Benediktsson
Landslide Inventory Mapping With Bitemporal Aerial Remote Sensing Images Based on the Dual-Path Fully Convolutional Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Zhiyong Lv, Tongfei Liu, Jón Atli Benediktsson
Object-Oriented Key Point Vector Distance for Binary Land Cover Change Detection Using VHR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Zhifeng Zheng, Jiannong Cao, Zhiyong Lv, Jón Atli Benediktsson
Spatial-Spectral Feature Fusion Coupled with Multi-Scale Segmentation Voting Decision for Detecting Land Cover Change with VHR Remote Sensing Images. Remote. Sens. 11 (16) (2019)
Zhiyong Lv, Tongfei Liu, Cheng Shi, Jón Atli Benediktsson, Hejuan Du
Novel Land Cover Change Detection Method Based on k-Means Clustering and Adaptive Majority Voting Using Bitemporal Remote Sensing Images. IEEE Access 7 (2019)
Zhiyong Lv, Tongfei Liu, Penglin Zhang, Jón Atli Benediktsson, Tao Lei, Xiaokang Zhang
Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Xiaokang Zhang, Wenzhong Shi, Zhiyong Lv, Feifei Peng
Land Cover Change Detection from High-Resolution Remote Sensing Imagery Using Multitemporal Deep Feature Collaborative Learning and a Semi-supervised Chan-Vese Model. Remote. Sens. 11 (23) (2019)
Tao Lei, Yuxiao Zhang, Zhiyong Lv, Shuying Li, Shigang Liu, Asoke K. Nandi
Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 16 (6) (2019)
Yixiang Chen, Zhiyong Lv, Bo Huang, Pengdong Zhang, Yu Zhang
Automatic Extraction of Built-Up Areas from Very High-Resolution Satellite Imagery Using Patch-Level Spatial Features and Gestalt Laws of Perceptual Grouping. Remote. Sens. 11 (24) (2019)
Xiaokang Zhang, Wenzhong Shi, Zhiyong Lv
Uncertainty Assessment in Multitemporal Land Use/Cover Mapping with Classification System Semantic Heterogeneity. Remote. Sens. 11 (21) (2019)
Zhiyong Lv, Guangfei Li, Yixiang Chen, Jón Atli Benediktsson
Novel Multi-Scale Filter Profile-Based Framework for VHR Remote Sensing Image Classification. Remote. Sens. 11 (18) (2019)
Zhiyong Lv, Tongfei Liu, Yiliang Wan, Jón Atli Benediktsson, Xiaokang Zhang
Post-Processing Approach for Refining Raw Land Cover Change Detection of Very High-Resolution Remote Sensing Images. Remote. Sens. 10 (3) (2018)
Yixiang Chen, Zhiyong Lv, Bo Huang, Yan Jia
Delineation of Built-Up Areas from Very High-Resolution Satellite Imagery Using Multi-Scale Textures and Spatial Dependence. Remote. Sens. 10 (10) (2018)
Xiaojuan Ning, Jie Ma, Zhiyong Lv, Qingzheng Xu, Yinghui Wang
Structure Reconstruction of Indoor Scene from Terrestrial Laser Scanner. Edutainment (2018)
Zhiyong Lv, Wenzhong Shi, Xiaokang Zhang, Jón Atli Benediktsson
Landslide Inventory Mapping From Bitemporal High-Resolution Remote Sensing Images Using Change Detection and Multiscale Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (5) (2018)
Guoqing Cui, Zhiyong Lv, Guangfei Li, Jón Atli Benediktsson, Yudong Lu
Refining Land Cover Classification Maps Based on Dual-Adaptive Majority Voting Strategy for Very High Resolution Remote Sensing Images. Remote. Sens. 10 (8) (2018)
Junfei Shi, Haiyan Jin, Yinghui Wang, Zhiyong Lv, Lu Liu
Latent Topic Model Based Multi-feature Learning for PolSAR Terrain Classification. Edutainment (2018)
Zhiyong Lv, Tongfei Liu, Penglin Zhang, Jón Atli Benediktsson, Yixiang Chen
Land Cover Change Detection Based on Adaptive Contextual Information Using Bi-Temporal Remote Sensing Images. Remote. Sens. 10 (6) (2018)
Tao Lei, Dinghua Xue, Zhiyong Lv, Shuying Li, Yanning Zhang, Asoke K. Nandi
Unsupervised Change Detection Using Fast Fuzzy Clustering for Landslide Mapping from Very High-Resolution Images. Remote. Sens. 10 (9) (2018)
Zhiyong Lv, Tongfei Liu, Jón Atli Benediktsson, Tao Lei, Yiliang Wan
Multi-Scale Object Histogram Distance for LCCD Using Bi-Temporal Very-High-Resolution Remote Sensing Images. Remote. Sens. 10 (11) (2018)
Lipeng Gao, Wenzhong Shi, Zelang Miao, Zhiyong Lv
Method Based on Edge Constraint and Fast Marching for Road Centerline Extraction from Very High-Resolution Remote Sensing Images. Remote. Sens. 10 (6) (2018)
Hong Huang, Yule Duan, Guangyao Shi, Zhiyong Lv
Fusion of Weighted Mean Reconstruction and SVMCK for Hyperspectral Image Classification. IEEE Access 6 (2018)
Zhiyong Lv, Penglin Zhang, Jón Atli Benediktsson
Automatic Object-Oriented, Spectral-Spatial Feature Extraction Driven by Tobler's First Law of Geography for Very High Resolution Aerial Imagery Classification. Remote. Sens. 9 (3) (2017)
Zhiyong Lv, Wenzhong Shi, XiaoCheng Zhou, Jón Atli Benediktsson
Semi-Automatic System for Land Cover Change Detection Using Bi-Temporal Remote Sensing Images. Remote. Sens. 9 (11) (2017)
Zhiyong Lv, Wenzhong Shi, Jón Atli Benediktsson, Xiaojuan Ning
Novel Object-Based Filter for Improving Land-Cover Classification of Aerial Imagery with Very High Spatial Resolution. Remote. Sens. 8 (12) (2016)
Zhiyong Lv, Haiqing He, Jón Atli Benediktsson, Hong Huang
A Generalized Image Scene Decomposition-Based System for Supervised Classification of Very High Resolution Remote Sensing Imagery. Remote. Sens. 8 (10) (2016)
Fulin Luo, Hong Huang, Yaqiong Yang, Zhiyong Lv
Dimensionality reduction of hyperspectral images with local geometric structure Fisher analysis. IGARSS (2016)
Zhiyong Lv, Penglin Zhang, Jón Atli Benediktsson, Wenzhong Shi
Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (12) (2014)
Penglin Zhang, Zhiyong Lv, Wenzhong Shi
Local Spectrum-Trend Similarity Approach for Detecting Land-Cover Change by Using SPOT-5 Satellite Images. IEEE Geosci. Remote. Sens. Lett. 11 (4) (2014)
Penglin Zhang, Zhiyong Lv, Wenzhong Shi
Object-Based Spatial Feature for Classification of Very High Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)