Junping Zhang

About Junping Zhang

Junping Zhang, With an exceptional h-index of 20 and a recent h-index of 14 (since 2020), a distinguished researcher at Harbin Institute of Technology, specializes in the field of Image processing, remote sensing, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Collaborative Classification Based on Hyperspectral Images

Pattern Analysis of Deformable Convolution on Retinanet with Semantic Filter Mechanism for Object Detection

Heterogeneous spectral-spatial feature transfer with structure preserved distribution alignment for hyperspectral image classification

Multiscale semantic guidance network for object detection in VHR remote sensing images

Unsupervised multiple change detection for multispectral images based on AMMF and SpatioSpectral channel augmentation

Change detection for hyperspectral images via convolutional sparse analysis and temporal spectral unmixing

Thermal hyperspectral image denoising using total variation based on bidirectional estimation and brightness temperature smoothing

A novel unmixing-based hypersharpening method via convolutional neural network

Junping Zhang Information

University

Position

Professor of Information and Communication Engineering

Citations(all)

1695

Citations(since 2020)

926

Cited By

9519

hIndex(all)

20

hIndex(since 2020)

14

i10Index(all)

45

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Junping Zhang Skills & Research Interests

Image processing

remote sensing

machine learning

Top articles of Junping Zhang

Collaborative Classification Based on Hyperspectral Images

Advances in Hyperspectral Image Processing Techniques

2022/11/16

Junping Zhang
Junping Zhang

H-Index: 45

Tong Li
Tong Li

H-Index: 15

Pattern Analysis of Deformable Convolution on Retinanet with Semantic Filter Mechanism for Object Detection

2022/7/17

Junping Zhang
Junping Zhang

H-Index: 45

Heterogeneous spectral-spatial feature transfer with structure preserved distribution alignment for hyperspectral image classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2022/7/1

Junping Zhang
Junping Zhang

H-Index: 45

Ye Zhang
Ye Zhang

H-Index: 11

Multiscale semantic guidance network for object detection in VHR remote sensing images

IEEE Geoscience and Remote Sensing Letters

2021/6/24

Junping Zhang
Junping Zhang

H-Index: 45

Unsupervised multiple change detection for multispectral images based on AMMF and SpatioSpectral channel augmentation

IEEE Geoscience and Remote Sensing Letters

2021/4/30

Junping Zhang
Junping Zhang

H-Index: 45

Ye Zhang
Ye Zhang

H-Index: 11

Change detection for hyperspectral images via convolutional sparse analysis and temporal spectral unmixing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2021/4/22

Junping Zhang
Junping Zhang

H-Index: 45

Ye Zhang
Ye Zhang

H-Index: 11

Thermal hyperspectral image denoising using total variation based on bidirectional estimation and brightness temperature smoothing

IEEE Geoscience and Remote Sensing Letters

2021/3/24

A novel unmixing-based hypersharpening method via convolutional neural network

IEEE Transactions on Geoscience and Remote Sensing

2021/3/22

Tong Li
Tong Li

H-Index: 15

Junping Zhang
Junping Zhang

H-Index: 45

Improving Sparse Noise Removal via L0-Norm Optimization for Hyperspectral Image Restoration

IEEE Geoscience and Remote Sensing Letters

2021/3/18

Junping Zhang
Junping Zhang

H-Index: 45

Ye Zhang
Ye Zhang

H-Index: 11

Multitemporal hyperspectral images change detection based on joint unmixing and information coguidance strategy

IEEE Transactions on Geoscience and Remote Sensing

2021/1/13

Junping Zhang
Junping Zhang

H-Index: 45

Ye Zhang
Ye Zhang

H-Index: 11

Deep multiscale Siamese network with parallel convolutional structure and self-attention for change detection

IEEE Transactions on Geoscience and Remote Sensing

2021/12/1

Junping Zhang
Junping Zhang

H-Index: 45

Ye Zhang
Ye Zhang

H-Index: 11

Hyperspectral image super-resolution based on spatial correlation-regularized unmixing convolutional neural network

Applied Sciences

2020/8/12

Spectral–spatial joint feature extraction for hyperspectral image based on high-reliable neighborhood structure

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2021/9/14

Attention multisource fusion-based deep few-shot learning for hyperspectral image classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2021/9/1

Ye Zhang
Ye Zhang

H-Index: 11

Junping Zhang
Junping Zhang

H-Index: 45

A shadow detection algorithm based on multiscale spatial attention mechanism for aerial remote sensing images

IEEE Geoscience and Remote Sensing Letters

2021/8/2

Cascaded convolutional neural network-based hyperspectral image resolution enhancement via an auxiliary panchromatic image

IEEE Transactions on Image Processing

2021/7/26

Junping Zhang
Junping Zhang

H-Index: 45

Longting Xu
Longting Xu

H-Index: 5

Stereo Matching Algorithm for High-Resolution Remote Sensing Images Based on Sparse Coding and Dictionary Learning

2021/7/11

Dongyang Liu
Dongyang Liu

H-Index: 4

Junping Zhang
Junping Zhang

H-Index: 45

Hyperspectral Image Classification Based on Class Confusion Merging and Soft Band Selection

2021/7/11

Water Retrieval Embedded Deep Network for Hyperspectral Image Refined Classification

2021/7/11

Water retrieval embedded attention network with multiscale receptive fields for hyperspectral image refined classification

IEEE Transactions on Geoscience and Remote Sensing

2021/7/2

Ye Zhang
Ye Zhang

H-Index: 11

Junping Zhang
Junping Zhang

H-Index: 45

See List of Professors in Junping Zhang University(Harbin Institute of Technology)