Chang-Hwan Son

About Chang-Hwan Son

Chang-Hwan Son, With an exceptional h-index of 16 and a recent h-index of 11 (since 2020), a distinguished researcher at Kunsan National University, specializes in the field of Color Science, Multispectral Imaging, Image Processing, Computer Vision, Machine Learning.

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

Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning

Attention-Based Multiscale Localization for Bone Age Assessment

Combining Gaussian Process with Hybrid Optimal Feature Decision in Cuffless Blood Pressure Estimation

Cuffless Blood Pressure Estimation with Confidence Intervals using Hybrid Feature Selection and Decision Based on Gaussian Process

ROI-Aware Multiscale Cross-Attention Vision Transformer for Pest Image Identification

Multi-modal fundus image registration with deep feature matching and image scaling

Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning

Lightweight deep extraction networks for single image de-raining

Chang-Hwan Son Information

University

Position

Associate Professor Department of Software Convergence Engineering

Citations(all)

862

Citations(since 2020)

447

Cited By

508

hIndex(all)

16

hIndex(since 2020)

11

i10Index(all)

30

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Chang-Hwan Son Skills & Research Interests

Color Science

Multispectral Imaging

Image Processing

Computer Vision

Machine Learning

Top articles of Chang-Hwan Son

Title

Journal

Author(s)

Publication Date

Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning

Remote Sensing

Jae-Hyeon Lee

Chang-Hwan Son

2023/7/30

Attention-Based Multiscale Localization for Bone Age Assessment

Kyunghee Jung

Toan Duc Nguyen

Duc-Tai Le

Junghyun Bum

Chang-Hwan Son

...

2023/4/18

Combining Gaussian Process with Hybrid Optimal Feature Decision in Cuffless Blood Pressure Estimation

Diagnostics

Soojeong Lee

Gyanendra Prasad Joshi

Chang-Hwan Son

Gangseong Lee

2023/2/15

Cuffless Blood Pressure Estimation with Confidence Intervals using Hybrid Feature Selection and Decision Based on Gaussian Process

Applied Sciences

Soojeong Lee

Gyanendra Prasad Joshi

Anish Prasad Shrestha

Chang-Hwan Son

Gangseong Lee

2023/1/16

ROI-Aware Multiscale Cross-Attention Vision Transformer for Pest Image Identification

arXiv preprint arXiv:2312.16914

Ga-Eun Kim

Chang-Hwan Son

2023/12/28

Multi-modal fundus image registration with deep feature matching and image scaling

Ju-Chan Kim

Duc-Tai Le

Su Jeong Song

Chang-Hwan Son

Hyunseung Choo

2022/1/3

Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning

Sensors

Chang-Hwan Son

Da-Hee Jeong

2022/7

Lightweight deep extraction networks for single image de-raining

Yunseon Jang

Chang-Hwan Son

Hyunseung Choo

2021/1/4

Super resolution with sparse gradient-guided attention for suppressing structural distortion

Geonhak Song

Tien-Dung Nguyen

Junghyun Bum

Hwijong Yi

Chang-Hwan Son

...

2021/12/13

BCGAN: Facial Expression Synthesis by Bottleneck-Layered Conditional Generative Adversarial Networks

Yeji Shin

Junghyun Bum

Chang-Hwan Son

Hyunseung Choo

2021/1/4

Leaf spot attention networks based on spot feature encoding for leaf disease identification and detection

Applied Sciences

Chang-Hwan Son

2021/8/28

Layer Decomposition Learning Based on Gaussian Convolution Model and Residual Deblurring for Inverse Halftoning

Applied Sciences

Chang-Hwan Son

2021/1

New Encoder Learning for Captioning Heavy Rain Images via Semantic Visual Feature Matching

Journal of Imaging Science and Technology

Chang-Hwan Son

Pung-Hwi Ye

2021/7

Inter-dependent lstm: Baseball game prediction with starting and finishing lineups

Sungjin Chun

Chang-Hwan Son

Hyunseung Choo

2021/1/4

Leaf spot attention network for apple leaf disease identification

Hee-Jin Yu

Chang-Hwan Son

2020

Apple leaf disease identification through region-of-interest-aware deep convolutional neural network

Journal of Imaging Science and Technology

Hee-Jin Yu

Chang-Hwan Son

2020/1

Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks

Signal Processing

Chang-Hwan Son

2020/8

Multi-phases and various feature extraction and selection methodology for ensemble gradient boosting in estimating respiratory rate

IEEE Access

Soojeong Lee

Chang-Hwan Son

Marcelo K. Albertini

Henrique C. Fernandes

2020/7

See List of Professors in Chang-Hwan Son University(Kunsan National University)

Co-Authors

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