Search Results for author: Junseob Shin

Found 2 papers, 1 papers with code

Enhancing Ship Classification in Optical Satellite Imagery: Integrating Convolutional Block Attention Module with ResNet for Improved Performance

no code implementations2 Apr 2024 Ryan Donghan Kwon, Gangjoo Robin Nam, Jisoo Tak, Junseob Shin, Hyerin Cha, Yeom Hyeok, Seung Won Lee

This study presents an advanced Convolutional Neural Network (CNN) architecture for ship classification from optical satellite imagery, significantly enhancing performance through the integration of the Convolutional Block Attention Module (CBAM) and additional architectural innovations.

Classification Management +2

Removing Structured Noise with Diffusion Models

1 code implementation20 Jan 2023 Tristan S. W. Stevens, Hans van Gorp, Faik C. Meral, Junseob Shin, Jason Yu, Jean-Luc Robert, Ruud J. G. van Sloun

Solving ill-posed inverse problems requires careful formulation of prior beliefs over the signals of interest and an accurate description of their manifestation into noisy measurements.

Image Denoising

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