Lingyu Liang

About Lingyu Liang

Lingyu Liang, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Computer Vision, Machine Learning.

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

VTD-FCENet: A Real-Time HD Video Text Detection with Scale-Aware Fourier Contour Embedding

Deep learning-based spectral reconstruction in camouflaged target detection

Structured Fourier contour embedding for arbitrary-shaped slender text detection

Appearance Enhancement for Camera-captured Document Images in the Wild

HisDoc R-CNN: Robust Chinese Historical Document Text Line Detection with Dynamic Rotational Proposal Network and Iterative Attention Head

CVSformer: Cross-View Synthesis Transformer for Semantic Scene Completion

Adaptive Low-Light Image Enhancement Optimization Framework with Algorithm Unrolling

Multiple Layout Design Generation via a GAN-Based Method with Conditional Convolution and Attention

Lingyu Liang Information

University

Position

___

Citations(all)

963

Citations(since 2020)

815

Cited By

323

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

17

i10Index(since 2020)

16

Email

University Profile Page

South China University of Technology

Google Scholar

View Google Scholar Profile

Lingyu Liang Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Lingyu Liang

Title

Journal

Author(s)

Publication Date

VTD-FCENet: A Real-Time HD Video Text Detection with Scale-Aware Fourier Contour Embedding

IEICE Tranactions on Information and Systems

Wocheng XIAO

Lingyu LIANG*

Jianyong CHEN

Tao WANG

2024/4/1

Deep learning-based spectral reconstruction in camouflaged target detection

International Journal of Applied Earth Observation and Geoinformation

Shu Wang

Yixuan Xu

Dawei Zeng

Feng Huang*

Lingyu Liang*

2024/2/1

Structured Fourier contour embedding for arbitrary-shaped slender text detection

Jianyong Chen

Lingyu Liang*

Wocheng Xiao

2023/11/8

Appearance Enhancement for Camera-captured Document Images in the Wild

IEEE Transactions on Artificial Intelligence

Jiaxin Zhang

Lingyu Liang

Kai Ding

Fengjun Guo

Lianwen Jin

2023/10/2

HisDoc R-CNN: Robust Chinese Historical Document Text Line Detection with Dynamic Rotational Proposal Network and Iterative Attention Head

Cheng Jian

Lianwen Jin

Lingyu Liang

Chongyu Liu

2023/8/19

CVSformer: Cross-View Synthesis Transformer for Semantic Scene Completion

ICCV 2023

Haotian Dong

Enhui Ma

Lubo Wang

Miaohui Wang

Wuyuan Xie

...

2023/7/16

Adaptive Low-Light Image Enhancement Optimization Framework with Algorithm Unrolling

Qichang He

Lingyu Liang*

Wocheng Xiao

Mingju Liang

2023

Multiple Layout Design Generation via a GAN-Based Method with Conditional Convolution and Attention

IEICE Transactions on Information and Systems

Xing Zhu

Yuxuan Liu

Lingyu Liang*

Tao Wang

Zuoyong Li

...

2023

Spatio-Temporal Context Modeling for Road Obstacle Detection

Xiuen Wu

Tao Wang

Lingyu Liang

Zuoyong Li

Fum Yew Ching

2022/12/2

A Multi-scale Framework for Out-of-Distribution Detection in Dermoscopic Images

Zhongzheng Huang

Tao Wang

Yuanzheng Cai

Lingyu Liang

2022/12/2

Exploration on machine learning layout generation of Chinese private garden in Southern Yangtze

Yubo Liu

Chenrong Fang

Zhe Yang

Xuexin Wang

Zhuohong Zhou

...

2022

Deep LSAC for Fine-Grained Recognition

IEEE Transactions on Neural Networks and Learning Systems

Di Lin

Yi Wang

Lingyu Liang

Ping Li

CL Philip Chen

2022/1

PDE Learning of Filtering and Propagation for Task-Aware Facial Intrinsic Image Analysis

IEEE Transctions on Cybernetics

Lingyu Liang

Lianwen Jin

Yong Xu

2022

Regression Guided by Relative Ranking Using Convolutional Neural Network (R3 CNN) for Facial Beauty Prediction

IEEE Transactions on Affective Computing

Luojun Lin

Lingyu Liang

Lianwen Jin

2019/8/6

Illumination-Aware Image Quality Assessment for Enhanced Low-light Image

Sigan Yao

Yiqin Zhu

Lingyu Liang*

Tao Wang

2021

Fourier Contour Embedding for Arbitrary-Shaped Text Detection

Yiqin Zhu

Jianyong Chen

Lingyu Liang*

Zhanghui Kuang

Lianwen Jin

...

2021

A Multi-Level Approach to Waste Object Segmentation

Sensors

Tao Wang

Yuanzheng Cai

Lingyu Liang

Dongyi Ye

2020

SCUT-AutoALP: A Diverse Benchmark Dataset for Automatic Architectural Layout Parsing

IEICE Transactions on Information and Systems

Yubo Liu

Yangting Lai

Jianyong Chen

Lingyu Liang*

Qiaoming Deng

2020

SCUT-HCCDoc: A New Benchmark Dataset of Handwritten Chinese Text in Unconstrained Camera-captured Documents

Pattern Recognition

Hesuo Zhang

Lingyu Liang

Lianwen Jin

2020/12/1

See List of Professors in Lingyu Liang University(South China University of Technology)