Munchurl Kim

Munchurl Kim

KAIST

H-index: 42

Asia-South Korea

About Munchurl Kim

Munchurl Kim, With an exceptional h-index of 42 and a recent h-index of 32 (since 2020), a distinguished researcher at KAIST, specializes in the field of Deep Learning for Image Restoration and Qualty Enhancement, Deep Video Compression, Image Analysis and Understanding, Pattern Re.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

Method and device of super resolution using feature map compression

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

Image processing method and device using a line-wise operation

FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring

Lightweight Optical Flow Estimation using 1D Matching

Image pipeline processing method and device

Munchurl Kim Information

University

Position

Professor School of Electrical Engineering

Citations(all)

7827

Citations(since 2020)

4690

Cited By

5324

hIndex(all)

42

hIndex(since 2020)

32

i10Index(all)

126

i10Index(since 2020)

76

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Munchurl Kim Skills & Research Interests

Deep Learning for Image Restoration and Qualty Enhancement

Deep Video Compression

Image Analysis and Understanding

Pattern Re

Top articles of Munchurl Kim

Title

Journal

Author(s)

Publication Date

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

IEEE Access

Juan Luis Gonzalez Bello

Minh-Quan Viet Bui

Munchurl Kim

2024/4/18

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

IEEE Transactions on Image Processing

Juan Luis Gonzalez Bello

Jaeho Moon

Munchurl Kim

2024/3/12

Method and device of super resolution using feature map compression

2024/4/16

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

IEEE Transactions on Multimedia

Myung Han Hyun

Bumshik Lee

Munchurl Kim

2024/1/18

Image processing method and device using a line-wise operation

2024/4/9

FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring

arXiv preprint arXiv:2401.03707

Geunhyuk Youk

Jihyong Oh

Munchurl Kim

2024/1/8

Lightweight Optical Flow Estimation using 1D Matching

IEEE Access

Wonyong Seo

Woonsung Park

Munchurl Kim

2024/3/22

Image pipeline processing method and device

2021/3/18

SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition

arXiv preprint arXiv:2403.09508

Jeonghyeok Do

Munchurl Kim

2024/3/14

Video deinterlacing network based on residual dense block and coordinate attention

한국방송미디어공학회 학술발표대회 논문집

Soomin Seo

Munchurl Kim

2023/6

Method for encoding/decoding block information using quad tree, and device for using same

2023/9/28

From-Ground-To-Objects: Coarse-to-Fine Self-supervised Monocular Depth Estimation of Dynamic Objects with Ground Contact Prior

arXiv preprint arXiv:2312.10118

Jaeho Moon

Juan Luis Gonzalez Bello

Byeongjun Kwon

Munchurl Kim

2023/12/15

Detail-Preserving Self-Supervised Monocular Depth with Self-Supervised Structural Sharpening

Juan Luis Gonzalez

Jaeho Moon

Munchurl Kim

2023

Image processing apparatuses including cnn-based in-loop filter

2023/5/4

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

IEEE Transactions on Geoscience and Remote Sensing

Jaehyup Lee

Hyebin Cho

Doochun Seo

Hyun-ho Kim

Jaeheon Jeong

...

2023/9/25

Novel View Synthesis with View-Dependent Effects from a Single Image

arXiv preprint arXiv:2312.08071

Juan Luis Gonzalez Bello

Munchurl Kim

2023/12/13

Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer

Agus Gunawan

Soo Ye Kim

Hyeonjun Sim

Jae-Ho Lee

Munchurl Kim

2023

Transformer-based synthetic-to-measured SAR image translation via learning of representational features

IEEE Transactions on Geoscience and Remote Sensing

Geunhyuk Youk

Munchurl Kim

2023/4/17

Video encoding method for encoding division block, video decoding method for decoding division block, and recording medium for implementing the same

2023/8/3

MorphVAD: Efficient Video Anomaly Detection Using Morphological Transformation

Jeonghyeok Do

Munchurl Kim

2023/12/4

See List of Professors in Munchurl Kim University(KAIST)

Co-Authors

H-index: 52
Yong Man Ro

Yong Man Ro

KAIST

H-index: 29
Hui Yong Kim

Hui Yong Kim

Kyung Hee University

H-index: 25
Sung-Ho Bae

Sung-Ho Bae

Kyung Hee University

H-index: 14
Jae-Seok Choi

Jae-Seok Choi

KAIST

H-index: 12
Soo Ye Kim

Soo Ye Kim

KAIST

H-index: 9
Yongwoo Kim

Yongwoo Kim

Sangmyung University

academic-engine