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eess.IV2025
Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables
Wontae Kim, Keuntek Lee, Nam Ik Cho
The image enhancement methods based on 3D lookup tables (3D LUTs) efficiently reduce both model size and runtime by interpolating pre-calculated values at the vertices. However, th…
eess.IV2025
Enhancing Multi-Exposure High Dynamic Range Imaging with Overlapped Codebook for Improved Representation Learning
Keuntek Lee, Jaehyun Park, Nam Ik Cho
High dynamic range (HDR) imaging technique aims to create realistic HDR images from low dynamic range (LDR) inputs. Specifically, Multi-exposure HDR imaging uses multiple LDR frame…
eess.IV2023
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network
Yeong Il Jang, Keuntek Lee, Gu Yong Park +2
There have been many image denoisers using deep neural networks, which outperform conventional model-based methods by large margins. Recently, self-supervised methods have attracte…