Lei Zhang (NPU)

About Lei Zhang (NPU)

Lei Zhang (NPU), With an exceptional h-index of 30 and a recent h-index of 26 (since 2020), a distinguished researcher at Northwestern Polytechnical University, specializes in the field of Computer Vision, Artificial Intelligence, Computational Imaging.

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

Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration

Integrating Prototype Learning with Graph Convolution Network for Effective Active Hyperspectral Image Classification

Meta-hallucinating prototype for few-shot learning promotion

Dynamic super-pixel normalization for robust hyperspectral image classification

Revisiting prototypical network for cross domain few-shot learning

Hyperspectral Image Classification Promotion Using Dynamic Convolution Based on Structural Re-Parameterization

Glocal energy-based learning for few-shot open-set recognition

Mind the gap: Polishing pseudo labels for accurate semi-supervised object detection

Lei Zhang (NPU) Information

University

Position

Professor

Citations(all)

2727

Citations(since 2020)

2478

Cited By

806

hIndex(all)

30

hIndex(since 2020)

26

i10Index(all)

60

i10Index(since 2020)

53

Email

University Profile Page

Northwestern Polytechnical University

Google Scholar

View Google Scholar Profile

Lei Zhang (NPU) Skills & Research Interests

Computer Vision

Artificial Intelligence

Computational Imaging

Top articles of Lei Zhang (NPU)

Title

Journal

Author(s)

Publication Date

Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration

IEEE Transactions on Pattern Analysis and Machine Intelligence

Lei Zhang

Jiangtao Nie

Wei Wei

Yanning Zhang

2024/2/5

Integrating Prototype Learning with Graph Convolution Network for Effective Active Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing

Chen Ding

Mengmeng Zheng

Sirui Zheng

Yaoyang Xu

Lei Zhang

...

2024/1/10

Meta-hallucinating prototype for few-shot learning promotion

Pattern Recognition

Lei Zhang

Fei Zhou

Wei Wei

Yanning Zhang

2023/4/1

Dynamic super-pixel normalization for robust hyperspectral image classification

IEEE Transactions on Geoscience and Remote Sensing

Cong Wang

Lei Zhang

Wei Wei

Yanning Zhang

2023/3/16

Revisiting prototypical network for cross domain few-shot learning

Fei Zhou

Peng Wang

Lei Zhang

Wei Wei

Yanning Zhang

2023

Hyperspectral Image Classification Promotion Using Dynamic Convolution Based on Structural Re-Parameterization

Remote Sensing

Chen Ding

Mengmeng Zheng

Feixiong Chen

Yuankun Zhang

Xusi Zhuang

...

2022/1/26

Glocal energy-based learning for few-shot open-set recognition

Haoyu Wang

Guansong Pang

Peng Wang

Lei Zhang

Wei Wei

...

2023

Mind the gap: Polishing pseudo labels for accurate semi-supervised object detection

Proceedings of the AAAI Conference on Artificial Intelligence

Lei Zhang

Yuxuan Sun

Wei Wei

2023/6/26

Hyperparameter-optimization-inspired long short-term memory network for air quality grade prediction

Information

Dushi Wen

Sirui Zheng

Jiazhen Chen

Zhouyi Zheng

Chen Ding

...

2023/4/17

Integrating hybrid pyramid feature fusion and coordinate attention for effective small sample hyperspectral image classification

Remote Sensing

Chen Ding

Youfa Chen

Runze Li

Dushi Wen

Xiaoyan Xie

...

2022/5/13

Meta-generating deep attentive metric for few-shot classification

IEEE Transactions on Circuits and Systems for Video Technology

Fei Zhou

Lei Zhang

Wei Wei

2022/5/9

Accurate air-quality prediction using genetic-optimized gated-recurrent-unit architecture

Information

Chen Ding

Zhouyi Zheng

Sirui Zheng

Xuke Wang

Xiaoyan Xie

...

2022/4/26

Ntire 2022 spectral recovery challenge and data set

Boaz Arad

Radu Timofte

Rony Yahel

Nimrod Morag

Amir Bernat

...

2022

Pluggable weakly-supervised cross-view learning for accurate vehicle re-identification

Lu Yang

Hongbang Liu

Lingqiao Liu

Jinghao Zhou

Lei Zhang

...

2022/6/27

Boosting few-shot hyperspectral image classification using pseudo-label learning

Remote Sensing

Chen Ding

Yu Li

Yue Wen

Mengmeng Zheng

Lei Zhang

...

2021/9/6

Contrastive learning based hybrid networks for long-tailed image classification

Peng Wang

Kai Han

Xiu-Shen Wei

Lei Zhang

Lei Wang

2021

Embarrassingly simple binarization for deep single imagery super-resolution networks

IEEE Transactions on Image Processing

Lei Zhang

Zhiqiang Lang

Wei Wei

Yanning Zhang

2021/3/23

Meta transfer learning for few-shot hyperspectral image classification

Fei Zhou

Lei Zhang

Wei Wei

Zongwen Bai

Yanning Zhang

2021/7/11

Towards accurate HDR imaging with learning generator constraints

Neurocomputing

Qingsen Yan

Bo Wang

Lei Zhang

Jingyu Zhang

Zheng You

...

2021/3/7

Neural stochastic differential equation for hyperspectral image classification

Xiao Zhang

Wei Wei

Lei Zhang

Chen Ding

2021/7/11

See List of Professors in Lei Zhang (NPU) University(Northwestern Polytechnical University)

Co-Authors

H-index: 94
Antonio Plaza

Antonio Plaza

Universidad de Extremadura

H-index: 59
jun li

jun li

Sun Yat-Sen University

H-index: 52
Yong Xia

Yong Xia

Northwestern Polytechnical University

H-index: 46
Zhiguo Cao

Zhiguo Cao

Huazhong University of Science and Technology

H-index: 26
Hao Lu

Hao Lu

Huazhong University of Science and Technology

H-index: 18
Ke Xian

Ke Xian

Huazhong University of Science and Technology

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