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Gyumin Shim

3 accepted papers

2020

Robust Reference-Based Super-Resolution With Similarity-Aware Deformable Convolution

CVPR 2020poster

In this paper, we propose a novel and efficient reference feature extraction module referred to as the Similarity Search and Extraction Network (SSEN) for reference-based super-resolution (RefSR) tasks. The proposed module extracts aligned relevant features from a reference image to increase the per…

Cited by 115PDFScholar
2019

Camera Exposure Control for Robust Robot Vision with Noise-Aware Image Quality Assessment

IROS 2019poster

In this paper, we propose a noise-aware exposure control algorithm for robust robot vision. Our method aims to capture best-exposed images, which can boost the performance of various computer vision and robotics tasks. For this purpose, we carefully design an image quality metric that captures compl…

Cited by 36SourceScholar
2019

Vehicular Multi-Camera Sensor System for Automated Visual Inspection of Electric Power Distribution Equipment

IROS 2019poster

In this paper, we present a multi-camera sensor system along with its control algorithm for automated visual inspection from a moving vehicle. To accomplish this task, we propose a unique hardware configuration consisting of a frontal stereo vision system, six lateral cameras motorized to tilt, and…

Cited by 7SourceScholar