Hong LI

About Hong LI

Hong LI, With an exceptional h-index of 23 and a recent h-index of 17 (since 2020), a distinguished researcher at Huazhong University of Science and Technology, specializes in the field of machine learning,computer vision,image processing.

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

Image compression using stochastic-AFD based multisignal sparse representation

Regularizing scale-adaptive central moment sharpness for neural networks

Deep manifold structure-preserving spectral–spatial feature extraction of hyperspectral image

An unsupervised stereo matching cost based on sparse representation

Deep high-order tensor convolutional sparse coding for hyperspectral image classification

Hyperspectral image classification via spectral-spatial random patches network

Two-branch deconvolutional network with application in stereo matching

JMnet: Joint metric neural network for hyperspectral unmixing

Hong LI Information

University

Position

School of Mathematics and Statistics

Citations(all)

2855

Citations(since 2020)

2074

Cited By

1417

hIndex(all)

23

hIndex(since 2020)

17

i10Index(all)

43

i10Index(since 2020)

25

Email

University Profile Page

Google Scholar

Hong LI Skills & Research Interests

machine learning,computer vision,image processing

Top articles of Hong LI

Title

Journal

Author(s)

Publication Date

Image compression using stochastic-AFD based multisignal sparse representation

IEEE Transactions on Image Processing

Lei Dai

Liming Zhang

Hong Li

2022/8/3

Regularizing scale-adaptive central moment sharpness for neural networks

IEEE Transactions on Neural Networks and Learning Systems

Junhong Chen

Ziyang Guo

Hong Li

CL Philip Chen

2022/10/10

Deep manifold structure-preserving spectral–spatial feature extraction of hyperspectral image

IEEE transactions on geoscience and remote sensing

Bing Yang

Hong Li

Ziyang Guo

2021/5/11

An unsupervised stereo matching cost based on sparse representation

International Journal of Wavelets, Multiresolution and Information Processing

Chunbo Cheng

Hong Li

Liming Zhang

2021/1/16

Deep high-order tensor convolutional sparse coding for hyperspectral image classification

IEEE Transactions on Geoscience and Remote Sensing

Chunbo Cheng

Hong Li

Jiangtao Peng

Wenjing Cui

Liming Zhang

2021/12/10

Hyperspectral image classification via spectral-spatial random patches network

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

Chunbo Cheng

Hong Li

Jiangtao Peng

Wenjing Cui

Liming Zhang

2021/4/27

Two-branch deconvolutional network with application in stereo matching

IEEE Transactions on Image Processing

Chunbo Cheng

Hong Li

Liming Zhang

2021/12/6

JMnet: Joint metric neural network for hyperspectral unmixing

IEEE Transactions on Geoscience and Remote Sensing

Anyou Min

Ziyang Guo

Hong Li

Jiangtao Peng

2021/4/14

A probability metric-based autoencoder for hyperspectral unmixing

IEEE Transactions on Geoscience and Remote Sensing

Anyou Min

Hong Li

2021/11/30

A sparse oblique-manifold nonnegative matrix factorization for hyperspectral unmixing

IEEE Transactions on Geoscience and Remote Sensing

Ziyang Guo

Anyou Min

Bing Yang

Junhong Chen

Hong Li

...

2021/5/31

Two-branch convolutional sparse representation for stereo matching

IEEE Access

Chunbo Cheng

Hong Li

Liming Zhang

2021/2/1

A modified huber nonnegative matrix factorization algorithm for hyperspectral unmixing

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

Ziyang Guo

Anyou Min

Bing Yang

Junhong Chen

Hong Li

2021/5/19

Functional feature extraction for hyperspectral image classification with adaptive rational function approximation

IEEE Transactions on Geoscience and Remote Sensing

Zhijing Ye

Tao Qian

Liming Zhang

Lei Dai

Hong Li

...

2021/1/29

Learning a deep similarity network for hyperspectral image classification

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

Bing Yang

Hong Li

Ziyang Guo

2020/11/30

Adaptive deep cascade broad learning system and its application in image denoising

IEEE transactions on cybernetics

Hailiang Ye

Hong Li

CL Philip Chen

2020/3/23

See List of Professors in Hong LI University(Huazhong University of Science and Technology)