1 citations · 1 across the 8 of their papers we have counts for
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Satellite Image Utilization for Dehazing with Swin Transformer-Hybrid U-Net and Watershed loss
Jongwook Si, Sungyoung Kim
Satellite imagery plays a crucial role in various fields; however, atmospheric interference and haze significantly degrade image clarity and reduce the accuracy of information extr…
Surface Defect Detection with Gabor Filter Using Reconstruction-Based Blurring U-Net-ViT
Jongwook Si, Sungyoung Kim
This paper proposes a novel approach to enhance the accuracy and reliability of texture-based surface defect detection using Gabor filters and a blurring U-Net-ViT model. By combin…
Single Image Rain Streak Removal Using Harris Corner Loss and R-CBAM Network
Jongwook Si, Sungyoung Kim
The problem of single-image rain streak removal goes beyond simple noise suppression, requiring the simultaneous preservation of fine structural details and overall visual quality.…
TFR: Texture Defect Detection with Fourier Transform using Normal Reconstructed Template of Simple Autoencoder
Jongwook Si, Sungyoung Kim
Texture is an essential information in image representation, capturing patterns and structures. As a result, texture plays a crucial role in the manufacturing industry and is exten…
PP-GAN : Style Transfer from Korean Portraits to ID Photos Using Landmark Extractor with GAN
Jongwook Si, Sungyoung Kim
The objective of a style transfer is to maintain the content of an image while transferring the style of another image. However, conventional research on style transfer has a signi…
Chili Pepper Disease Diagnosis via Image Reconstruction Using GrabCut and Generative Adversarial Serial Autoencoder
Jongwook Si, Sungyoung Kim
With the recent development of smart farms, researchers are very interested in such fields. In particular, the field of disease diagnosis is the most important factor. Disease diag…