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most citedAccelerating Image Super-Resolution Networks with Pixel-Level Classification

1 citations · 1 across the 8 of their papers we have counts for

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cs.CV2026

Dual-Output Multi-Exposure HDR Reconstruction via SDR Fusion and Gain Map Inverse Tone Mapping

Jinho Kim, Jinwoo Kim, Seon Joo Kim

We propose DOME-HDR, a dual-output multi-exposure HDR reconstruction framework that jointly produces a perceptually balanced SDR image and a consistent HDR image via gain map inver…

cs.CV2026

Coarse-to-fine Framework for Generative MEF via Implicit Neural Representation

Sangmin Han, Jinho Kim, Jinwoo Kim +2

Multi-exposure fusion (MEF) expands the luminance range beyond what a single exposure can capture. Combining images taken at different exposure levels requires handling geometric d…

cs.CV2026

The Fourth Challenge on Image Super-Resolution (4) at NTIRE 2026: Benchmark Results and Method Overview

Zheng Chen, Kai Liu, Jingkai Wang +150

This paper presents the NTIRE 2026 image super-resolution (4) challenge, one of the associated competitions of the NTIRE 2026 Workshop at CVPR 2026. The challenge aims to r…

cs.CV2025

APT: Improving Diffusion Models for High Resolution Image Generation with Adaptive Path Tracing

Sangmin Han, Jinho Jeong, Jinwoo Kim +1

Latent Diffusion Models (LDMs) are generally trained at fixed resolutions, limiting their capability when scaling up to high-resolution images. While training-based approaches addr…

cs.CV2025

ORIDa: Object-centric Real-world Image Composition Dataset

Jinwoo Kim, Sangmin Han, Jinho Jeong +3

Object compositing, the task of placing and harmonizing objects in images of diverse visual scenes, has become an important task in computer vision with the rise of generative mode…

cs.CV2025

Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models

Jinho Jeong, Sangmin Han, Jinwoo Kim +1

In this paper, we propose LSRNA, a novel framework for higher-resolution (exceeding 1K) image generation using diffusion models by leveraging super-resolution directly in the laten…

cs.CV2024★ 1 cited

Accelerating Image Super-Resolution Networks with Pixel-Level Classification

Jinho Jeong, Jinwoo Kim, Younghyun Jo +1

In recent times, the need for effective super-resolution (SR) techniques has surged, especially for large-scale images ranging 2K to 8K resolutions. For DNN-based SISR, decomposing…

cs.CV2024

Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing

Dongyoung Kim, Jinwoo Kim, Junsang Yu +1

White balance (WB) algorithms in many commercial cameras assume single and uniform illumination, leading to undesirable results when multiple lighting sources with different chroma…