Chang-Hwan Son

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 31

Top Topics

Feature Matching

Inverse Halftoning

Gradient Boosting

Top Venues

IEEE Trans. Image Process.

Signal Process.

Publications

Yunseon Jang, Duc Tai Le, Chang-Hwan Son, Hyunseung Choo
Layer Decomposition Learning Based on Discriminative Feature Group Split With Bottom-Up Intergroup Feature Fusion for Single Image Deraining. IEEE Access 12 (2024)
Ga-Eun Kim, Chang-Hwan Son
ROI-Aware Multiscale Cross-Attention Vision Transformer for Pest Image Identification. CoRR (2023)
Jae-Hyeon Lee, Chang-Hwan Son
Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning. Remote. Sens. 15 (15) (2023)
Kyunghee Jung, Toan Duc Nguyen, Duc Tai Le, Junghyun Bum, Chang-Hwan Son, Hyunseung Choo
Attention-Based Multiscale Localization for Bone Age Assessment. ISBI (2023)
Jae Hyeon Lee, Chang-Hwan Son
Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning. CoRR (2023)
Chang-Hwan Son, Da-Hee Jeong
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning. CoRR (2022)
Ju-Chan Kim, Duc Tai Le, Su Jeong Song, Chang-Hwan Son, Hyunseung Choo
Multi-modal Fundus Image Registration with Deep Feature Matching and Image Scaling. IMCOM (2022)
Chang-Hwan Son, Da-Hee Jeong
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component-Guided Adversarial Learning. Sensors 22 (14) (2022)
Yeji Shin, Junghyun Bum, Chang-Hwan Son, Hyunseung Choo
BCGAN: Facial Expression Synthesis by Bottleneck-Layered Conditional Generative Adversarial Networks. IMCOM (2021)
Sungjin Chun, Chang-Hwan Son, Hyunseung Choo
Inter-dependent LSTM: Baseball Game Prediction with Starting and Finishing Lineups. IMCOM (2021)
Geonhak Song, Tien-Dung Nguyen, Junghyun Bum, Hwijong Yi, Chang-Hwan Son, Hyunseung Choo
Super Resolution with Sparse Gradient-Guided Attention for Suppressing Structural Distortion. ICMLA (2021)
Chang-Hwan Son, Pung-Hwi Ye
New Encoder Learning for Captioning Heavy Rain Images via Semantic Visual Feature Matching. CIC (2021)
Yunseon Jang, Chang-Hwan Son, Hyunseung Choo
Lightweight Deep Extraction Networks for Single Image De-raining. IMCOM (2021)
Chang-Hwan Son, Pung-Hwi Ye
New Image Captioning Encoder via Semantic Visual Feature Matching for Heavy Rain Images. CoRR (2021)
Chang-Hwan Son
Inverse halftoning through structure-aware deep convolutional neural networks. Signal Process. 173 (2020)
Soojeong Lee, Chang-Hwan Son, Marcelo Keese Albertini, Henrique C. Fernandes
Multi-Phases and Various Feature Extraction and Selection Methodology for Ensemble Gradient Boosting in Estimating Respiratory Rate. IEEE Access 8 (2020)
Chang-Hwan Son
Structure-Aware Layer Decomposition Learning Based on Gaussian Convolution Model for Inverse Halftoning. CoRR (2020)
Hee-Jin Yu, Chang-Hwan Son
Leaf Spot Attention Network for Apple Leaf Disease Identification. CVPR Workshops (2020)
Hee-Jin Yu, Chang-Hwan Son
Apple Leaf Disease Identification through Region-of-Interest-Aware Deep Convolutional Neural Network. CoRR (2019)
Chang-Hwan Son
Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks. CoRR (2019)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Near-Infrared Fusion via Color Regularization for Haze and Color Distortion Removals. IEEE Trans. Circuits Syst. Video Technol. 28 (11) (2018)
Chang-Hwan Son
Near-infrared fusion via a series of transfers for noise removal. Signal Process. 143 (2018)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Near-Infrared Coloring via a Contrast-Preserving Mapping Model. IEEE Trans. Image Process. 26 (11) (2017)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Multimodal Fusion via a Series of Transfers for Noise Removal. CoRR (2017)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Multimodal fusion via a series of transfers for noise removal. ICIP (2017)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Near-Infrared Coloring via a Contrast-Preserving Mapping Model. CoRR (2016)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Rain structure transfer using an exemplar rain image for synthetic rain image generation. CoRR (2016)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Near-Infrared Image Dehazing Via Color Regularization. CoRR (2016)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Rain removal via shrinkage of sparse codes and learned rain dictionary. ICME Workshops (2016)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Rain Removal via Shrinkage-Based Sparse Coding and Learned Rain Dictionary. CoRR (2016)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang
Layer-Based Approach for Image Pair Fusion. IEEE Trans. Image Process. 25 (6) (2016)
Chang-Hwan Son, Kang-Woo Lee, Hyunseung Choo
Inverse color to black-and-white halftone conversion via dictionary learning and color mapping. Inf. Sci. 299 (2015)
Chang-Hwan Son, Xiao-Ping (Steven) Zhang, Kang-Woo Lee
Near-infrared coloring via a contrast-preserving mapping model. GlobalSIP (2015)
Chang-Hwan Son, Hyunseung Choo
Color recovery of black-and-white halftoned images via categorized color-embedding look-up tables. Digit. Signal Process. 28 (2014)
Chang-Hwan Son
Estimating embedded data from clustered halftone dots via learned dictionary. ICIP (2014)
Chang-Hwan Son, Hyunseung Choo
Local Learned Dictionaries Optimized to Edge Orientation for Inverse Halftoning. IEEE Trans. Image Process. 23 (6) (2014)
Chang-Hwan Son, Hyunseung Choo
Watermark detection from clustered halftone dots via learned dictionary. Signal Process. 102 (2014)
Changsoo Je, Hyeon Sang Jeon, Chang-Hwan Son, Hyung-Min Park
Disparity-based space-variant image deblurring. Signal Process. Image Commun. 28 (7) (2013)
Chang-Hwan Son, Hyunseung Choo
Iterative inverse halftoning based on texture-enhancing deconvolution and error-compensating feedback. Signal Process. 93 (5) (2013)
Chang-Hwan Son, Hyunseung Choo, Hyung-Min Park
Image-pair-based deblurring with spatially varying norms and noisy image updating. J. Vis. Commun. Image Represent. 24 (8) (2013)
Chang-Hwan Son, Hyung-Min Park
A pair of noisy/blurry patches-based PSF estimation and channel-dependent deblurring. IEEE Trans. Consumer Electron. 57 (4) (2011)
Dae-Chul Kim, In-Su Jang, Chang-Hwan Son, Kyungman Kim, Yeong-Ho Ha
Adaptive color reproduction method to various users' monitor environment in color printer. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2010)
Chang-Hwan Son, In-Su Jang, Tae-Hyoung Lee, Yeong-Ho Ha
Photo-inkjet printing method based on limited colorant amount and dot-visibility ordering. IEEE Trans. Consumer Electron. 56 (2) (2010)
Chang-Hwan Son, Soo-Jin Sung, Yeong-Ho Ha
Color correction of projected image on color-screen for mobile beam-projector. Color Imaging: Processing, Hardcopy, and Applications (2008)
Kyung-Woo Ko, Oh-Seol Kwon, Chang-Hwan Son, Eun Young Kwon, Yeong-Ho Ha
Color recovery from gray image based on analysis of wavelet packet sub-bands. Color Imaging: Processing, Hardcopy, and Applications (2007)
Joong-Hyun Kim, Chang-Hwan Son, Tae-Yong Park, Yeong-Ho Ha
Photo-inkjet Printing Method Based on the Limited Total Amount and Dot-visibility of Six-colorant. Color Imaging Conference (2007)
Tae-Yong Park, Myong-Young Lee, Chang-Hwan Son, Yeong-Ho Ha
Multitoning Method Based on Threshold Modulation Using MJBNM for Banding Artifact Reduction. CGIV (2006)
Jong-Man Kim, Chang-Hwan Son, Cheol-Hee Lee, Yeong-Ho Ha
Illuminant Adaptive Color Reproduction Based on Lightness Adaptation and Flare for Mobile Phone. ICIP (2006)
In-Su Jang, Chang-Hwan Son, Tae-Yong Park, Kyung-Woo Ko, Yeong-Ho Ha
Hi-Fi Printer Characterization Method using Color Correlation for Gamut Extension. ICIP (2006)
In-Su Jang, Chang-Hwan Son, Tae-Yong Park, Kyung-Woo Ko, Yeong-Ho Ha
Colorimetric characterization based on color correlation in CMYKGO printer. Color Imaging: Processing, Hardcopy, and Applications (2006)
Chang-Hwan Son, Yang-Ho Cho, Kee-Hyon Park, Yeong-Ho Ha
Six Color Separation Using the Additional Colorants with Less Dot Visibility. Color Imaging Conference (2005)
Chang-Hwan Son, Yun-Tae Kim, Cheol-Hee Lee, Yeong-Ho Ha
Six-color separation for improving graininess in a middle tone region. Color Imaging: Processing, Hardcopy, and Applications (2004)