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Kim, Munchurl (김문철)
교수, (전기및전자공학부)

http://viclab.kaist.ac.kr

Research Area
Digital Image/Video Processing, Video Compression and Coding, PAttern Recognition, Machine Learning, Deep Learning
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    DeepHQ: Learned Hierarchical Quantizer for Progressive Deep Image Coding

    Lee, Jooyoung; Jeong, Se Yoon; Kim, Munchurl, ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, v.22, no.1, pp.1 - 24, 2026-01

    2
    FS-SegDiff: Mitigating Intra-Class Variation and Attention Leakage for Robust Diffusion-Based Few-Shot Semantic Segmentation

    Kim, Jaehyun; Seo, Wonyong; Kim, Munchurl, IEEE ACCESS, v.14, pp.13053 - 13069, 2026-01

    3
    CT-FSOD: CLIP-Based Text-Guided Few-Shot Object Detection

    Chang, Hyugjae; Lee, Woojin; Kim, Munchurl, IEEE ACCESS, v.13, pp.158250 - 158265, 2025-09

    4
    MoBluRF: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video

    Bui, Minh-Quan Viet; Park, Jongmin; Oh, Jihyong; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.47, no.9, pp.7752 - 7770, 2025-09

    5
    A Dual-Decoder-VAE-Based Latent Diffusion Model for PAN-Sharpening

    Kim, Hyun-Ho; Kim, Munchurl, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v.22, 2025-09

    6
    An end-to-end joint learning scheme of image compression and quality enhancement with improved entropy minimization

    Lee, Jooyoung; Cho, Seunghyun; Kim, Munchurl, ETRI JOURNAL, v.46, no.6, pp.935 - 949, 2024-12

    7
    FBS-PS: Fully Band-Separable PAN-Sharpening Considering the Physical Characteristics of Electro-Optical Sensors

    Kim, Hyun-Ho; Kim, Munchurl, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.63, 2024-12

    8
    혼합 열화 영상 복원을 위한 2단계 U-Net 트랜스포머

    김태환; 김문철, 방송공학회 논문지, v.29, no.6, pp.888 - 905, 2024-11

    9
    비정렬 열화상 이미지와 RGB 이미지에 대한 상호 참조 및 융합을 통한 듀얼 모달 깊이 추정

    권병준; 김문철, 방송공학회 논문지, v.29, no.6, pp.866 - 878, 2024-11

    10
    임의 스케일 이미지 초해상화를 위한 효율적 확산 모델 기반 이미지 프라이어 활용 암시적 이미지 함수 학습

    황인제; 이우진; 김문철, 방송공학회 논문지, v.29, no.6, pp.981 - 998, 2024-11

    11
    ProNeRF: Learning Efficient Projection-Aware Ray Sampling for Fine-Grained Implicit Neural Radiance Fields

    Bello, Juan Luis Gonzalez; Bui, Minh-Quan Viet; Kim, Munchurl, IEEE ACCESS, v.12, pp.56799 - 56814, 2024-04

    12
    Deep Spectral Blending Network for Color Bleeding Reduction in Pan-sharpening Images

    Kim, Hyun-Ho; Kim, Munchurl, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.62, pp.1 - 14, 2024-03

    13
    Lightweight Optical Flow Estimation using 1D Matching

    Seo, Wonyong; Park, Woonsung; Kim, Munchurl, IEEE ACCESS, v.12, pp.45560 - 45571, 2024-03

    14
    Self-Supervised Monocular Depth Estimation with Positional Shift Depth Variance and Adaptive Disparity Quantization

    Bello, Juan Luis Gonzalez; Moon, Jaeho; Kim, Munchurl, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.33, pp.2074 - 2089, 2024-03

    15
    Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation

    Lee, Jaehyup; Kim, Hyun-Ho; Seo, Doochun; et al, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v.21, pp.1 - 5, 2024-01

    16
    A VVC Intra Rate Control With Small Bit Fluctuations Using a Lagrange Multiplier Adjustment

    Hyun, Myung Han; Lee, Bumshik; Kim, Munchurl, IEEE TRANSACTIONS ON MULTIMEDIA, v.26, pp.6811 - 6821, 2024-01

    17
    CFCA-SET: Coarse-to-Fine Context-Aware SAR-to-EO Translation with Auxiliary Learning of SAR-to-NIR Translation

    Lee, Jaehyup; Cho, Hyebin; Seo, Doochun; et al, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.61, 2023-09

    18
    Transformer-Based Synthetic-to-Measured SAR Image Translation via Learning of Representational Features

    Youk, Geunhyuk; Kim, Munchurl, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.61, pp.5206318 - 5206318, 2023-04

    19
    어텐션 적용 YOLOv4 기반 SAR 영상 표적 탐지 및 인식

    박종민; 육근혁; 김문철, 한국군사과학기술학회지, v.25, no.5, pp.443 - 461, 2022-12

    20
    Self-Supervised Deep Monocular Depth Estimation With Ambiguity Boosting

    Bello, Juan Luis Gonzalez; Kim, Munchurl, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.12, pp.9131 - 9149, 2022-12
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