Zhenxin Zhang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 52

Top Topics

Convolutional Neural Network

Feature Extraction

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Lang Li, Xiaojun Ren, Hongyang Yan, Xiaozhang Liu, Zhenxin Zhang
Pseudo unlearning via sample swapping with hash. Inf. Sci. 662 (2024)
Siyi Leng, Zhenxin Zhang, Liqiang Zhang
A point contextual transformer network for point cloud completion. Expert Syst. Appl. 249 (2024)
Ronghao Yang, Wang Miao, Zhenxin Zhang, Zhenlong Liu, Mubai Li, Bin Lin
SA-MVSNet: Self-attention-based multi-view stereo network for 3D reconstruction of images with weak texture. Eng. Appl. Artif. Intell. 131 (2024)
Pei-Gen Ye, Jun Zheng, Xiaojun Ren, Jinbin Huang, Zhenxin Zhang, Yan Pang, Guang Kou
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security. Inf. Sci. 679 (2024)
Mubai Li, Zhenxin Zhang, Siyun Chen, Liqiang Zhang, Zhihua Xu, Xiaoxu Ren, Jinlan Liu, Peng Sun
ColorMesh: Surface and texture reconstruction of large-scale scenes from unstructured colorful point clouds with adaptive automatic viewpoint selection. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Huali Ren, Anli Yan, Chong-zhi Gao, Hongyang Yan, Zhenxin Zhang, Jin Li
Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark. CoRR (2024)
Jincheng Jiang, Junjie Wang, Hongming Yao, Zhenxin Zhang, Zhihua Xu
Revealing the mobile sensing powers of semi-random and deterministic "drive-by" vehicle fleets. Trans. GIS 28 (1) (2024)
Siyun Chen, Zhenxin Zhang, Liqiang Zhang, Rixing He, Zhen Li, Mengbing Xu, Hao Ma
A Semi-Supervised Learning Framework Combining CNN and Multiscale Transformer for Traffic Sign Detection and Recognition. IEEE Internet Things J. 11 (11) (2024)
Xu Li, Zhenxin Zhang, Yong Li, Mingmin Huang, Jiaxin Zhang
SFL-NET: Slight Filter Learning Network for Point Cloud Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Siyun Chen, Zhenxin Zhang, Hao Ma, Liqiang Zhang, Ruofei Zhong
A Content-Adaptive Hierarchical Deep Learning Model for Detecting Arbitrary-Oriented Road Surface Elements Using MLS Point Clouds. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Dong Chen, Fan Hu, P. Takis Mathiopoulos, Zhenxin Zhang, Jiju Peethambaran
MC-UNet: Martian Crater Segmentation at Semantic and Instance Levels Using U-Net-Based Convolutional Neural Network. Remote. Sens. 15 (1) (2023)
Shuochen Xu, Zhenxin Zhang
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale. CoRR (2023)
Zhenxin Zhang, Dixiang Xu, P. Takis Mathiopoulos, Qiang Wang, Liqiang Zhang, Zhihua Xu, Jincheng Jiang, Zhen Li
DMSC-Net: A deep Multi-Scale context network for 3D object detection of indoor point clouds. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Yuan Li, Long Zhao, Yiping Chen, Na Zhang, Hongchao Fan, Zhenxin Zhang
3D LiDAR and multi-technology collaboration for preservation of built heritage in China: A review. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Di Wang, Ronghao Yang, Zhenxin Zhang, Hanhu Liu, Junxiang Tan, Shaoda Li, Xiaoxia Yang, Xiao Wang, Kangqi Tang, Yichun Qiao, Po Su
P-Swin: Parallel Swin transformer multi-scale semantic segmentation network for land cover classification. Comput. Geosci. 175 (2023)
Li Hu, Jin Li, Guanbiao Lin, Shiyu Peng, Zhenxin Zhang, Yingying Zhang, Changyu Dong
Defending Against Membership Inference Attacks With High Utility by GAN. IEEE Trans. Dependable Secur. Comput. 20 (3) (2023)
Xiaoxu Ren, Haili Sun, Zhenxin Zhang
Research on self-cross transformer model of point cloud change detecter. CoRR (2023)
Qi Chen, Zhenxin Zhang, Siyun Chen, Siyuan Wen, Hao Ma, Zhihua Xu
A self-attention based global feature enhancing network for semantic segmentation of large-scale urban street-level point clouds. Int. J. Appl. Earth Obs. Geoinformation 113 (2022)
Shuang Liu, Haili Sun, Zhenxin Zhang, Yuqi Li, Ruofei Zhong, Jincheng Li, Siyun Chen
A Multiscale Deep Feature for the Instance Segmentation of Water Leakages in Tunnel Using MLS Point Cloud Intensity Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lan Sun, Zhenxin Zhang, Ruofei Zhong, Dong Chen, Liqiang Zhang, Lin Zhu, Qiang Wang, Guo Wang, Jianjun Zou, Yu Wang
A Weakly Supervised Graph Deep Learning Framework for Point Cloud Registration. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhen Li, Zhenxin Zhang, Dong Chen, Liqiang Zhang, Lin Zhu, Qiang Wang, Siyun Chen, Xueli Peng
HCRB-MSAN: Horizontally Connected Residual Blocks-Based Multiscale Attention Network for Semantic Segmentation of Buildings in HSR Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yong Li, Qi Lin, Zhenxin Zhang, Liqiang Zhang, Dong Chen, Feng Shuang
MFNet: Multi-Level Feature Extraction and Fusion Network for Large-Scale Point Cloud Classification. Remote. Sens. 14 (22) (2022)
Zhenxin Zhang, Guanbiao Lin, Lishan Ke, Shiyu Peng, Li Hu, Hongyang Yan
KD-GAN: An effective membership inference attacks defence framework. Int. J. Intell. Syst. 37 (11) (2022)
Qiang Wang, Yang Liu, Yuhan Guo, Shun Wang, Zhenxin Zhang, Ximin Cui, Hu Zhang
A Robust and Effective Identification Method for Point-Distributed Coded Targets in Digital Close-Range Photogrammetry. Remote. Sens. 14 (21) (2022)
Ning Yue, Zhenxin Zhang, Shan Jiang, Siyun Chen
Deep Feature Migration for Real-Time Mapping of Urban Street Shading Coverage Index Based on Street-Level Panorama Images. Remote. Sens. 14 (8) (2022)
Feng Shuang, Pei Li, Yong Li, Zhenxin Zhang, Xu Li
MSIDA-Net: Point Cloud Semantic Segmentation via Multi-Spatial Information and Dual Adaptive Blocks. Remote. Sens. 14 (9) (2022)
Yong Li, Xu Li, Zhenxin Zhang, Feng Shuang, Qi Lin, Jincheng Jiang
DenseKPNET: Dense Kernel Point Convolutional Neural Networks for Point Cloud Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yingying Zhang, Hongyang Yan, Guanbiao Lin, Shiyu Peng, Zhenxin Zhang, Yufeng Wang
Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks. SocialSec (2022)
Guanbiao Lin, Hu Li, Yingying Zhang, Shiyu Peng, Yufeng Wang, Zhenxin Zhang, Jin Li
Dynamic Momentum for Deep Learning with Differential Privacy. ML4CS (2) (2022)
Zhen Cao, Dong Chen, Jiju Peethambaran, Zhenxin Zhang, Shaobo Xia, Liqiang Zhang
Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
Siyun Chen, Zhenxin Zhang, Ruofei Zhong, Liqiang Zhang, Hao Ma, Lirong Liu
A Dense Feature Pyramid Network-Based Deep Learning Model for Road Marking Instance Segmentation Using MLS Point Clouds. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Chunlong Fan, Jici Zhang, Cailong Li, Zhenxin Zhang, Yiping Teng, Jianzhong Qiao
Gray Adversarial Attack Algorithm based on Multi-Scale Grid Search. TrustCom (2021)
Zhenxin Zhang, Lan Sun, Ruofei Zhong, Dong Chen, Liqiang Zhang, Xiaojuan Li, Qiang Wang, Siyun Chen
Hierarchical Aggregated Deep Features for ALS Point Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Jianjun Zou, Zhenxin Zhang, Dong Chen, Qinghua Li, Lan Sun, Ruofei Zhong, Liqiang Zhang, Jinghan Sha
GACM: A Graph Attention Capsule Model for the Registration of TLS Point Clouds in the Urban Scene. Remote. Sens. 13 (22) (2021)
Ende Wang, Lei Xue, Yong Li, Zhenxin Zhang, Xukui Hou
3DMGNet: 3D Model Generation Network Based on Multi-Modal Data Constraints and Multi-Level Feature Fusion. Sensors 20 (17) (2020)
Guofeng Tong, Yong Li, Weilong Zhang, Dong Chen, Zhenxin Zhang, Jingchao Yang, Jianjun Zhang
Point Set Multi-Level Aggregation Feature Extraction Based on Multi-Scale Max Pooling and LDA for Point Cloud Classification. Remote. Sens. 11 (23) (2019)
Lin Guo, Huili Gong, Feng Zhu, Lin Zhu, Zhenxin Zhang, Chaofan Zhou, Mingliang Gao, Yike Sun
Analysis of the Spatiotemporal Variation in Land Subsidence on the Beijing Plain, China. Remote. Sens. 11 (10) (2019)
Zongxia Xu, Zhenxin Zhang, Ruofei Zhong, Dong Chen, Taochun Sun, Xin Deng, Zhen Li, Cheng-Zhi Qin
Content-Sensitive Multilevel Point Cluster Construction for ALS Point Cloud Classification. Remote. Sens. 11 (3) (2019)
Zhenxin Zhang, Lan Sun, Ruofei Zhong, Dong Chen, Zhihua Xu, Cheng Wang, Cheng-Zhi Qin, Haili Sun, Roujing Li
3-D Deep Feature Construction for Mobile Laser Scanning Point Cloud Registration. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Qiang Wang, Yongsheng Zhang, Yanyan Li, Zhenxin Zhang, Tiejun Cui, Lei Yan
Optimization of Line Extraction Based on an Affine Camera Model. IEEE Access 7 (2019)
Dongjun Li, Zhenxin Zhang, Zhihua Xu, Lili Xu, Guoying Meng, Zhen Li, Siyun Chen
An Image-Based Hierarchical Deep Learning Framework for Coal and Gangue Detection. IEEE Access 7 (2019)
Zhen Cao, Dong Chen, Yufeng Shi, Zhenxin Zhang, Fengxiang Jin, Ting Yun, Sheng Xu, Zhizhong Kang, Liqiang Zhang
A Flexible Architecture for Extracting Metro Tunnel Cross Sections from Terrestrial Laser Scanning Point Clouds. Remote. Sens. 11 (3) (2019)
Zhihua Xu, Ershuai Xu, Zhenxin Zhang, Lixin Wu
Multiscale Sparse Features Embedded 4-Points Congruent Sets for Global Registration of TLS Point Clouds. IEEE Geosci. Remote. Sens. Lett. 16 (2) (2019)
Zhenxin Zhang, Liqiang Zhang, Yumin Tan, Liang Zhang, Fangyu Liu, Ruofei Zhong
Joint Discriminative Dictionary and Classifier Learning for ALS Point Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 56 (1) (2018)
Yibo Liu, Zhenxin Zhang, Ruofei Zhong, Dong Chen, Yinghai Ke, Jiju Peethambaran, Chuqun Chen, Lan Sun
Multilevel Building Detection Framework in Remote Sensing Images Based on Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (10) (2018)
Pengbin Zhang, Yinghai Ke, Zhenxin Zhang, Mingli Wang, Peng Li, Shuangyue Zhang
Urban Land Use and Land Cover Classification Using Novel Deep Learning Models Based on High Spatial Resolution Satellite Imagery. Sensors 18 (11) (2018)
Dong Liu, Zhenxin Zhang, Fangdong Chen, Houqiang Li, Feng Wu
Reflectance Reference for Intra-Frame Coding of Surveillance Video. PCM (1) (2018)
Zhuqiang Li, Liqiang Zhang, Ruofei Zhong, Tian Fang, Liang Zhang, Zhenxin Zhang
Classification of Urban Point Clouds: A Robust Supervised Approach With Automatically Generating Training Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (3) (2017)
Yuebin Wang, Liqiang Zhang, Xiaohua Tong, Liang Zhang, Zhenxin Zhang, Hao Liu, Xiaoyue Xing, P. Takis Mathiopoulos
A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Zhuqiang Li, Liqiang Zhang, Xiaohua Tong, Bo Du, Yuebin Wang, Liang Zhang, Zhenxin Zhang, Hao Liu, Jie Mei, Xiaoyue Xing, P. Takis Mathiopoulos
A Three-Step Approach for TLS Point Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Zhenxin Zhang, Liqiang Zhang, Xiaohua Tong, Bo Guo, Liang Zhang, Xiaoyue Xing
Discriminative-Dictionary-Learning-Based Multilevel Point-Cluster Features for ALS Point-Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Zhenxin Zhang, Liqiang Zhang, Xiaohua Tong, P. Takis Mathiopoulos, Bo Guo, Xianfeng Huang, Zhen Wang, Yuebin Wang
A Multilevel Point-Cluster-Based Discriminative Feature for ALS Point Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Zhifeng Li, Lixin Wu, Zhenxin Zhang, Zhihua Xu, Zhi Wang
Triangular-prism-based algorithm on urban flood inundation simulation by employing dichotomy numerical solution. IGARSS (2013)
Zhenxin Zhang, Jigang Tong, Zengqiang Chen, W. H. Ip, Ching-Yuen Chan, Kai-Leung Yung
Application of Chaos in Network Video Security. ICICA (LNCS) (2010)