A Real-Time Implementation of MPEG Audio Layer I Decoding on a Fixed-Point DSP Platform. - Kwang Rip Hyun; Raja Banerjea; Munchurl Kim; Haniph A. Latchman; Subramania I. Sudharsanan (ICMC, 1993)

Artificial neural networks with gamma kernels for automatic target detection. - Munchurl Kim; José C. Príncipe (ICNN, 1996)

Target discrimination in synthetic aperture radar using artificial neural networks. - José Carlos Príncipe; Munchurl Kim; John W. Fisher III (IEEE Trans. Image Process., 1998)

A VOP generation tool: automatic segmentation of moving objects in image sequences based on spatio-temporal information. - Munchurl Kim; Jae-Gark Choi; Daehee Kim 005; Hyung Lee; Myoung Ho Lee; Chieteuk Ahn; Yo-Sung Ho (IEEE Trans. Circuits Syst. Video Technol., 1999)

Summary description schemes for efficient video navigation and browsing. - Jae-Gon Kim; Hyun Sung Chang; Munchurl Kim; Jinwoong Kim; Hyung-Myung Kim (VCIP, 2000)

Moving object segmentation in video sequences by user interaction and automatic object tracking. - Munchurl Kim; Jun Geun Jeon; Jinsuk Kwak; Myoung Ho Lee; Chieteuk Ahn (Image Vis. Comput., 2001)

Semantic transcoding of video based on regions of interest. - Jeongyeon Lim; Munchurl Kim; Jong-Nam Kim; Kyeongsoo Kim (VCIP, 2003)

Summarization of news video and its description for content-based access. - Jae-Gon Kim; Hyun Sung Chang; Kyeongok Kang; Munchurl Kim; Jinwoong Kim; Hyung-Myung Kim (Int. J. Imaging Syst. Technol., 2003)

Pervasive Multimedia via an Intelligent Remocon for Digital Home Environments. - Hyun Jeong; Hendry; Qonita Shahab; Jeongyeon Lim; Munchurl Kim (International Conference on Wireless Networks, 2004)

Modeling the user preference on broadcasting contents using Bayesian networks. - Sanggil Kang; Jeongyeon Lim; Munchurl Kim (VCIP, 2004)

Statistical Inference Method of User Preference on Broadcasting Content. - Sanggil Kang; Jeongyeon Lim; Munchurl Kim (International Conference on Computational Science (1), 2005)

A Dynamically Configurable Multimedia Middleware. - Hendry; Munchurl Kim (PCM (2), 2005)

Target Advertisement Service Using TV Viewers' Profile Inference. - Munjo Kim; Sanggil Kang; Munchurl Kim; Jae-Gon Kim (PCM (1), 2005)

Adaptation of MPEG-4 BIFS Scenes into MPEG-4 LASeR Scenes in MPEG-21 DIA Framework. - Qonita Shahab; Munchurl Kim (PCM (2), 2005)

Modeling the user preference of broadcasting content using Bayesian networks. - Sanggil Kang; Jeongyeon Lim; Munchurl Kim (J. Electronic Imaging, 2005)

Visual content adaptation according to user perception characteristics. - Jeho Nam; Yong Man Ro; Youngsik Huh; Munchurl Kim (IEEE Trans. Multim., 2005)

An Automatic Personal TV Scheduler Based on HMM for Intelligent Broadcasting Services. - Agus Syawal Yudhistira; Munchurl Kim; Hieyong Kim; Hankyu Lee (PSIVT, 2006)

Protection and governance of MPEG-21 music player MAF contents using MPEG-21 IPMP tools. - Hendry; Munchurl Kim (Security, Steganography, and Watermarking of Multimedia Contents, 2006)

Intelligent broadcasting system and services for personalized semantic contents consumption. - Sung Ho Jin; Tae Meon Bae; Yong Man Ro; Hoirin Kim; Munchurl Kim (Expert Syst. Appl., 2006)

Frequency Filtering for a Highly Robust Audio Fingerprinting Scheme in a Real-Noise Environment. - Mansoo Park; Hoirin Kim; Yong Man Ro; Munchurl Kim (IEICE Trans. Inf. Syst., 2006)

Fast All-Zero Block Detection Based on Classification Approach. - Munchurl Kim; Sangjin Hahm; Changseob Park; Keunsoo Park (DICTA, 2007)

Moving Object Tracking in H.264/AVC Bitstream. - Wonsang You; M. S. Houari Sabirin; Munchurl Kim (MCAM, 2007)

A Temporal Error Concealment for Interleaving Mode of FMO in H.264/AVC. - Nguyen Xuan Ha; Munchurl Kim (MSA, 2007)

Automatic user preference learning for personalized electronic program guide applications. - Jeongyeon Lim; Sanggil Kang; Munchurl Kim (J. Assoc. Inf. Sci. Technol., 2007)

Implementation on a Real-Time SVC Encoder for Mobile Broadcasting. - Sangjin Hahm; Changseob Park; Keunsoo Park; Munchurl Kim (CCNC, 2008)

An efficient intra mode selection scheme for inter frame coding in H.264|AVC video coding. - Jong-Ho Kim; Byung-Gyu Kim; Munchurl Kim (ICME, 2008)

Histogram Equalization Utilizing Window-Based Smoothed CDF Estimation for Feature Compensation. - Youngjoo Suh; Hoirin Kim; Munchurl Kim (IEICE Trans. Inf. Syst., 2008)

A target advertisement system based on TV viewer's profile reasoning. - Jeongyeon Lim; Munjo Kim; Bumshik Lee; Munchurl Kim; Heekyung Lee; Hankyu Lee (Multim. Tools Appl., 2008)

An Optimal Adaptation Framework for Streaming Multiple Video Objects. - Jeongyeon Lim; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2008)

A Target Advertisement System Based on TV Viewer's Profile Reasoning. - Jeongyeon Lim; Munjo Kim; Bumshik Lee; Munchurl Kim; Heekyung Lee; Hankyu Lee (Handbook of Multimedia for Digital Entertainment and Arts, 2009)

Block-Mode Classification Using SVMs for Early Termination of Block Mode Decision in H.264|MPEG-4 Part 10 AVC. - Jae-il Kim; Munchurl Kim; Sangjin Hahm; In-joon Cho; Changsub Park (ICAPR, 2009)

An ROI/xROI Based Rate Control Algorithm in H.264|AVC for Video Telephony Applications. - Changhee Kim; Taeyoung Na; Jeongyeon Lim; Youngho Joo; Kimun Kim; Jaewoan Byun; Munchurl Kim (PSIVT, 2009)

Real-time detection and tracking of multiple objects with partial decoding in H.264/AVC bitstream domain. - Wonsang You; M. S. Houari Sabirin; Munchurl Kim (Real-Time Image and Video Processing, 2009)

A hierarchical variable-sized block transform coding scheme for coding efficiency improvement on H.264/AVC. - Bumshik Lee; Jae-il Kim; Sangsoo Ahn; Munchurl Kim; Hui Yong Kim; Jong-Ho Kim; Jin Soo Choi (PCS, 2010)

Variable block size transforms with higher order kernels for ultra-high definition video coding. - Bumshik Lee; Sangsoo Ahn; Munchurl Kim; Hui Yong Kim; Jong-Ho Kim; Seyoon Jeong (Visual Information Processing and Communication, 2010)

Archive and Preservation of Media Content Using MPEG-A. - Noboru Harada; Yutaka Kamamoto; Takehiro Moriya; Hendry; M. S. Houari Sabirin; Munchurl Kim (IEEE Multim., 2010)

A perceptual quality assessment metric using temporal complexity and disparity information for stereoscopic video. - Kwangsung Ha; Munchurl Kim (ICIP, 2011)

Hybrid video codec based joint rate control of stereoscopic video for terrestrial broadcasting services. - Yongjun Chang; Munchurl Kim (ICME, 2011)

Graph-based object detection and tracking in H.264/AVC bitstreams for surveillance video. - M. S. Houari Sabirin; Jae-il Kim; Munchurl Kim (ICME, 2011)

A noble method on no-reference video quality assessment using block modes and quantization parameters of H.264/AVC. - Inkyung Park; Taeyoung Na; Munchurl Kim (IQSP, 2011)

Hybrid Codec-Based Intra-Frame Joint Rate Control for Stereoscopic Video. - Yongjun Chang; Munchurl Kim (IEEE Signal Process. Lett., 2011)

Modeling Rates and Distortions Based on a Mixture of Laplacian Distributions for Inter-Predicted Residues in Quadtree Coding of HEVC. - Bumshik Lee; Munchurl Kim (IEEE Signal Process. Lett., 2011)

The MPEG Musical Slide Show Application Format: Enriching the MP3 Experience [Standards in a Nutshell]. - M. S. Houari Sabirin; Munchurl Kim (IEEE Signal Process. Mag., 2011)

An Automatic Recommendation Scheme of TV Program Contents for (IP)TV Personalization. - Eunhui Kim; Shinjee Pyo; Eunkyung Park 001; Munchurl Kim (IEEE Trans. Broadcast., 2011)

A Selective Protection Scheme for Scalable Video Coding. - Hendry; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2011)

A Low Complexity Mode Decision Method for Spatial Scalability Coding. - Bumshik Lee; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2011)

An extended AMVP scheme in HEVC with MPEG-2 for a hybrid stereoscopic encoder. - Taeyoung Na; Sangsoo Ahn; Houari Sabirin; Munchurl Kim; Byungsun Kim; Sangjin Hahm; Keunsik Lee (BMSB, 2012)

Side information extraction based on motion trajectory learning for distributed video coding. - Taeyoung Na; Munchurl Kim (BMSB, 2012)

A novel distortion model for quadtree coding in high efficiency video coding. - Bumshik Lee; Sangsoo Ahn; Munchurl Kim (Visual Information Processing and Communication, 2012)

DMB Application Format for Mobile Multimedia Services. - M. S. Houari Sabirin; Munchurl Kim; Hui Yong Kim; Hankyu Lee; Minkyu Park; Yonghan Kim (IEEE Multim., 2012)

An Efficient Inter-Prediction Mode Decision Method for Temporal Scalability Coding With Hierarchical B-Picture Structure. - Bumshik Lee; Munchurl Kim (IEEE Trans. Broadcast., 2012)

Moving Object Detection and Tracking Using a Spatio-Temporal Graph in H.264/AVC Bitstreams for Video Surveillance. - M. S. Houari Sabirin; Munchurl Kim (IEEE Trans. Multim., 2012)

Adaptive loop filtering based interview video coding in an hybrid video codec with MPEG-2 and HEVC for stereosopic video coding. - Sangsoo Ahn; Munchurl Kim (IVMSP, 2013)

Fast decision of CU partitioning based on SAO parameter, motion and PU/TU split information for HEVC. - Sangsoo Ahn; Munchurl Kim; Seongmo Park (PCS, 2013)

Automatic and personalized recommendation of TV program contents using sequential pattern mining for smart TV user interaction. - Shinjee Pyo; Eunhui Kim; Munchurl Kim (Multim. Syst., 2013)

Low complexity object detection and tracking with inter-layer graph mapping and intra-layer graph refinement in H.264/SVC bitstreams. - M. S. Houari Sabirin; Munchurl Kim (Pattern Recognit. Lett., 2013)

A Novel DCT-Based JND Model for Luminance Adaptation Effect in DCT Frequency. - Sung-Ho Bae; Munchurl Kim (IEEE Signal Process. Lett., 2013)

Assessments of Subjective Video Quality on HEVC-Encoded 4K-UHD Video for Beyond-HDTV Broadcasting Services. - Sung-Ho Bae; Jae-il Kim; Munchurl Kim; Sukhee Cho; Jin Soo Choi (IEEE Trans. Broadcast., 2013)

A Joint Rate Control Scheme in a Hybrid Stereoscopic Video Codec System for 3DTV Broadcasting. - Yongjun Chang; Munchurl Kim (IEEE Trans. Broadcast., 2013)

No-Reference PSNR Estimation for HEVC Encoded Video. - Bumshik Lee; Munchurl Kim (IEEE Trans. Broadcast., 2013)

Fast CU Splitting and Pruning for Suboptimal CU Partitioning in HEVC Intra Coding. - Seunghyun Cho; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2013)

A Hybrid Stereoscopic Video Coding Scheme Based on MPEG-2 and HEVC for 3DTV Services. - Taeyoung Na; Sangsoo Ahn; M. S. Houari Sabirin; Munchurl Kim; Byungsun Kim; Sangjin Hahm; Keunsik Lee (IEEE Trans. Circuits Syst. Video Technol., 2013)

Object tracking based on online partial instance learning with multiple local strong classifiers. - Sung-Ho Bae; Munchurl Kim (ICIP, 2014)

Performance analysis of hierarchical transform coding with a large kernel for video codecs. - Bumshik Lee; Munchurl Kim; Hui Yong Kim; Jin Soo Choi (IET Image Process., 2014)

A Frame-Level Rate Control Scheme Based on Texture and Nontexture Rate Models for High Efficiency Video Coding. - Bumshik Lee; Munchurl Kim; Truong Q. Nguyen (IEEE Trans. Circuits Syst. Video Technol., 2014)

A Novel No-Reference PSNR Estimation Method With Regard to Deblocking Filtering Effect in H.264/AVC Bitstreams. - Taeyoung Na; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2014)

A Novel Generalized DCT-Based JND Profile Based on an Elaborate CM-JND Model for Variable Block-Sized Transforms in Monochrome Images. - Sung-Ho Bae; Munchurl Kim (IEEE Trans. Image Process., 2014)

A no-reference perceptual blurriness metric based fast super-resolution of still pictures using sparse representation. - Jae-Seok Choi; Sung-Ho Bae; Munchurl Kim (Computational Imaging, 2015)

Single image super-resolution based on self-examples using context-dependent subpatches. - Jae-Seok Choi; Sung-Ho Bae; Munchurl Kim (ICIP, 2015)

A spatial class LDA model for classification of sports scene images. - Jin Jeon; Munchurl Kim (ICIP, 2015)

A novel image quality assessment based on an adaptive feature for image characteristics and distortion types. - Sung-Ho Bae; Munchurl Kim (VCIP, 2015)

A novel SSIM index for image quality assessment using a new luminance adaptation effect model in pixel intensity domain. - Sung-Ho Bae; Munchurl Kim (VCIP, 2015)

A Novel Fast CU Encoding Scheme Based on Spatiotemporal Encoding Parameters for HEVC Inter Coding. - Sangsoo Ahn; Bumshik Lee; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2015)

Binocular Suppression-Based Stereoscopic Video Coding by Joint Rate Control With KKT Conditions for a Hybrid Video Codec System. - Yongjun Chang; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2015)

An HEVC-Compliant Perceptual Video Coding Scheme Based on JND Models for Variable Block-Sized Transform Kernels. - Jae-il Kim; Sung-Ho Bae; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2015)

LDA-Based Unified Topic Modeling for Similar TV User Grouping and TV Program Recommendation. - Shinjee Pyo; Eunhui Kim; Munchurl Kim (IEEE Trans. Cybern., 2015)

Efficient In-Loop Filtering Across Tile Boundaries for Multi-Core HEVC Hardware Decoders With 4 K/8 K-UHD Video Applications. - Seunghyun Cho; Hyunmi Kim; Hui Yong Kim; Munchurl Kim (IEEE Trans. Multim., 2015)

CNN-based in-loop filtering for coding efficiency improvement. - Woon-Sung Park; Munchurl Kim (IVMSP, 2016)

Image super-resolution based on convolution neural networks using multi-channel input. - Gwang-Young Youm; Sung-Ho Bae; Munchurl Kim (IVMSP, 2016)

Topic-tracking-based dynamic user modeling with TV recommendation applications. - Eunhui Kim; Munchurl Kim (Appl. Intell., 2016)

A Novel Image Quality Assessment With Globally and Locally Consilient Visual Quality Perception. - Sung-Ho Bae; Munchurl Kim (IEEE Trans. Image Process., 2016)

DCT-QM: A DCT-Based Quality Degradation Metric for Image Quality Optimization Problems. - Sung-Ho Bae; Munchurl Kim (IEEE Trans. Image Process., 2016)

HEVC-Based Perceptually Adaptive Video Coding Using a DCT-Based Local Distortion Detection Probability Model. - Sung-Ho Bae; Jaeil Kim; Munchurl Kim (IEEE Trans. Image Process., 2016)

Super-Interpolation With Edge-Orientation-Based Mapping Kernels for Low Complex 2× Upscaling. - Jae-Seok Choi; Munchurl Kim (IEEE Trans. Image Process., 2016)

A CU-Level Rate and Distortion Estimation Scheme for RDO of Hardware-Friendly HEVC Encoders Using Low-Complexity Integer DCTs. - Bumshik Lee; Munchurl Kim (IEEE Trans. Image Process., 2016)

An All-Zero Block Detection Scheme for Low-Complexity HEVC Encoders. - Bumshik Lee; Jaehong Jung; Munchurl Kim (IEEE Trans. Multim., 2016)

Single Image Super-Interpolation using Adjusted Self-Exemplars. - Hyun-Ho Kim; Jae-Seok Choi; Munchurl Kim (Computational Imaging, 2017)

Linear mapping based inverse tone mapping. - Dae-Eun Kim; Munchurl Kim (Computational Imaging, 2017)

A Deep Convolutional Neural Network with Selection Units for Super-Resolution. - Jae-Seok Choi; Munchurl Kim (CVPR Workshops, 2017)

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. - Radu Timofte; Eirikur Agustsson; Luc Van Gool; Ming-Hsuan Yang 001; Lei Zhang 006; Bee Lim; Sanghyun Son 002; Heewon Kim; Seungjun Nah; Kyoung Mu Lee; Xintao Wang 002; Yapeng Tian; et al. (CVPR Workshops, 2017)

Just-noticeable-quantization-distortion based preprocessing for perceptual video coding. - Sehwan Ki; Munchurl Kim; Hyunsuk Ko (VCIP, 2017)

Can Maxout Units Downsize Restoration Networks? - Single Image Super-Resolution Using Lightweight CNN with Maxout Units. - Jae-Seok Choi; Munchurl Kim (CoRR, 2017)

A DCT-Based Total JND Profile for Spatiotemporal and Foveated Masking Effects. - Sung-Ho Bae; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2017)

Single Image Super-Resolution Using Global Regression Based on Multiple Local Linear Mappings. - Jae-Seok Choi; Munchurl Kim (IEEE Trans. Image Process., 2017)

Single Image Super-Resolution Using Lightweight CNN with Maxout Units. - Jae-Seok Choi; Munchurl Kim (ACCV (6), 2018)

A Multi-purpose Convolutional Neural Network for Simultaneous Super-Resolution and High Dynamic Range Image Reconstruction. - Soo Ye Kim; Munchurl Kim (ACCV (3), 2018)

ITM-CNN: Learning the Inverse Tone Mapping from Low Dynamic Range Video to High Dynamic Range Displays Using Convolutional Neural Networks. - Soo Ye Kim; Dae-Eun Kim; Munchurl Kim (ACCV (3), 2018)

Fully End-to-End Learning Based Conditional Boundary Equilibrium GAN With Receptive Field Sizes Enlarged for Single Ultra-High Resolution Image Dehazing. - Sehwan Ki; Hyeonjun Sim; Jae-Seok Choi; Saehun Kim; Munchurl Kim (CVPR Workshops, 2018)

High-Resolution Image Dehazing With Respect to Training Losses and Receptive Field Sizes. - Hyeonjun Sim; Sehwan Ki; Jae-Seok Choi; Soomin Seo; Saehun Kim; Munchurl Kim (CVPR Workshops, 2018)

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report. - Andrey Ignatov; Radu Timofte; Thang Van Vu; Tung Minh Luu; Trung X. Pham; Cao Van Nguyen; Yongwoo Kim; Jae-Seok Choi; Munchurl Kim; Jie Huang 017; Jiewen Ran; Chen Xing; et al. (ECCV Workshops (5), 2018)

Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network. - Juan Luis Gonzalez; Muhammad Sarmad; Hyunjoo Jenny Lee; Munchurl Kim (CoRR, 2018)

A Psychovisual Analysis on Deep CNN Features for Perceptual Metrics and A Novel Psychovisual Loss. - Taimoor Tariq; Munchurl Kim (CoRR, 2018)

3DSRnet: Video Super-resolution using 3D Convolutional Neural Networks. - Soo Ye Kim; Jeongyeon Lim; Taeyoung Na; Munchurl Kim (CoRR, 2018)

2X Super-Resolution Hardware Using Edge-Orientation-Based Linear Mapping for Real-Time 4K UHD 60 fps Video Applications. - Yongwoo Kim; Jae-Seok Choi; Munchurl Kim (IEEE Trans. Circuits Syst. II Express Briefs, 2018)

Learning-Based Just-Noticeable-Quantization- Distortion Modeling for Perceptual Video Coding. - Sehwan Ki; Sung-Ho Bae; Munchurl Kim; Hyunsuk Ko (IEEE Trans. Image Process., 2018)

Hierarchical Extended Bilateral Motion Estimation-Based Frame Rate Upconversion Using Learning-Based Linear Mapping. - Sung-Jun Yoon; Hyun-Ho Kim; Munchurl Kim (IEEE Trans. Image Process., 2018)

NTIRE 2019 Challenge on Video Deblurring: Methods and Results. - Seungjun Nah; Radu Timofte; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; Chen Change Loy; et al. (CVPR Workshops, 2019)

A Deep Motion Deblurring Network Based on Per-Pixel Adaptive Kernels With Residual Down-Up and Up-Down Modules. - Hyeonjun Sim; Munchurl Kim (CVPR Workshops, 2019)

Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications. - Soo Ye Kim; Jihyong Oh; Munchurl Kim (ICCV, 2019)

AIM 2019 Challenge on Bokeh Effect Synthesis: Methods and Results. - Andrey Ignatov; Praveen Kandula; Maitreya Suin; A. N. Rajagopalan 001; Zhiwei Xiong; Jie Huang 017; Guanting Dong; Mingde Yao; Dong Liu 002; Wenjin Yang; Ming Hong; Wenying Lin; et al. (ICCV Workshops, 2019)

AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results. - Seungjun Nah; Heewon Kim; Bohyung Han; Ning Xu; Bumjun Park; Songhyun Yu; Sangmin Kim; Jechang Jeong; Wang Shen; Wenbo Bao; Guangtao Zhai; Sanghyun Son 002; et al. (ICCV Workshops, 2019)

A HVS-Inspired Attention to Improve Loss Metrics for CNN-Based Perception-Oriented Super-Resolution. - Taimoor Tariq; Juan Luis Gonzalez Bello; Munchurl Kim (ICCV Workshops, 2019)

A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning. - Juan Luis Gonzalez Bello; Munchurl Kim (ICIP, 2019)

Video Super-Resolution Based on 3D-CNNS with Consideration of Scene Change. - Soo Ye Kim; Jeongyeon Lim; Taeyoung Na; Munchurl Kim (ICIP, 2019)

Deep HVS-IQA Net: Human Visual System Inspired Deep Image Quality Assessment Networks. - Soomin Seo; Sehwan Ki; Munchurl Kim (CoRR, 2019)

A HVS-inspired Attention Map to Improve CNN-based Perceptual Losses for Image Restoration. - Taimoor Tariq; Juan Luis Gonzalez; Munchurl Kim (CoRR, 2019)

Deep Predictive Video Compression with Bi-directional Prediction. - Woon-Sung Park; Munchurl Kim (CoRR, 2019)

Deep 3D-Zoom Net: Unsupervised Learning of Photo-Realistic 3D-Zoom. - Juan Luis Gonzalez Bello; Munchurl Kim (CoRR, 2019)

Deep 3D Pan via adaptive "t-shaped" convolutions with global and local adaptive dilations. - Juan Luis Gonzalez Bello; Munchurl Kim (CoRR, 2019)

A Hybrid Architecture of Jointly Learning Image Compression and Quality Enhancement with Improved Entropy Minimization. - Jooyoung Lee 004; Seunghyun Cho; Munchurl Kim (CoRR, 2019)

Discovering Latent Topics With Saliency-Weighted LDA for Image Scene Understanding. - Jin Jeon; Munchurl Kim (IEEE Multim., 2019)

A Real-Time Convolutional Neural Network for Super-Resolution on FPGA With Applications to 4K UHD 60 fps Video Services. - Yongwoo Kim; Jae-Seok Choi; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2019)

Fast Computation of Integer DCT-V, DCT-VIII, and DST-VII for Video Coding. - Woon-Sung Park; Bumshik Lee; Munchurl Kim (IEEE Trans. Image Process., 2019)

FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-Scale Temporal Loss. - Soo Ye Kim; Jihyong Oh; Munchurl Kim (AAAI, 2020)

JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video. - Soo Ye Kim; Jihyong Oh; Munchurl Kim (AAAI, 2020)

ProPaCoL-Net: A Novel Recursive Stereo Image SR Network with Progressive Parallax Coherency Learning. - Jeonghun Kim; Munchurl Kim (Computational Imaging, 2020)

NTIRE 2020 Challenge on NonHomogeneous Dehazing. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Jing Liu 031; Haiyan Wu; Yuan Xie 006; Yanyun Qu; Lizhuang Ma; Ziling Huang; Qili Deng; Ju-Chin Chao; et al. (CVPR Workshops, 2020)

AIM 2020 Challenge on Video Temporal Super-Resolution. - Sanghyun Son 002; Jaerin Lee; Seungjun Nah; Radu Timofte; Kyoung Mu Lee; Yihao Liu 001; Liangbin Xie; Siyao Li; Wenxiu Sun; Yu Qiao 001; Chao Dong 005; Woonsung Park; et al. (ECCV Workshops (4), 2020)

Why Are Deep Representations Good Perceptual Quality Features? - Taimoor Tariq; Okan Tarhan Tursun; Munchurl Kim; Piotr Didyk (ECCV (22), 2020)

Pan-Sharpening With Color-Aware Perceptual Loss And Guided Re-Colorization. - Juan Luis Gonzalez Bello; Soomin Seo; Munchurl Kim (ICIP, 2020)

Deep 3D Pan via local adaptive "t-shaped" convolutions with global and local adaptive dilations. - Juan Luis Gonzalez Bello; Munchurl Kim (ICLR, 2020)

A CNN-Based Multi-scale Super-Resolution Architecture on FPGA for 4K/8K UHD Applications. - Yongwoo Kim; Jae-Seok Choi; Jaehyup Lee; Munchurl Kim (MMM (2), 2020)

Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes. - Juan Luis Gonzalez Bello; Munchurl Kim (NeurIPS, 2020)

A Frame-Level Constant Bit-Rate Control Using Recursive Bayesian Estimation for Versatile Video Coding. - Myung Han Hyun; Bumshik Lee; Munchurl Kim (IEEE Access, 2020)

Learning-Based JND-Directed HDR Video Preprocessing for Perceptually Lossless Compression With HEVC. - Sehwan Ki; Jeonghyeok Do; Munchurl Kim (IEEE Access, 2020)

Learning of Counting Crowded Birds of Various Scales via Novel Density Activation Maps. - Saehun Kim; Munchurl Kim (IEEE Access, 2020)

UPSNet: Unsupervised Pan-Sharpening Network With Registration Learning Between Panchromatic and Multi-Spectral Images. - Soomin Seo; Jae-Seok Choi; Jaehyup Lee; Hyun-Ho Kim; Doochun Seo; Jaeheon Jeong; Munchurl Kim (IEEE Access, 2020)

Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes. - Juan Luis Gonzalez; Munchurl Kim (CoRR, 2020)

S3: A Spectral-Spatial Structure Loss for Pan-Sharpening Networks. - Jae-Seok Choi; Yongwoo Kim; Munchurl Kim (IEEE Geosci. Remote. Sens. Lett., 2020)

Learning-Based Low-Complexity Reverse Tone Mapping With Linear Mapping. - Dae-Eun Kim; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2020)

PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation With Neural Positional Encoding and Distilled Matting Loss. - Juan Luis Gonzalez; Munchurl Kim (CVPR, 2021)

KOALAnet: Blind Super-Resolution Using Kernel-Oriented Adaptive Local Adjustment. - Soo Ye Kim; Hyeonjun Sim; Munchurl Kim (CVPR, 2021)

SIPSA-Net: Shift-Invariant Pan Sharpening With Moving Object Alignment for Satellite Imagery. - Jaehyup Lee; Soomin Seo; Munchurl Kim (CVPR, 2021)

XVFI: eXtreme Video Frame Interpolation. - Hyeonjun Sim; Jihyong Oh; Munchurl Kim (ICCV, 2021)

Structural-Information-Based Robust Corner Point Extraction for Camera Calibration Under Lens Distortions and Compression Artifacts. - Seonghyeon Kang; Seong-Dae Kim; Munchurl Kim (IEEE Access, 2021)

Pseudo-Supervised Learning for Semantic Multi-Style Transfer. - Saehun Kim; Jeonghyeok Do; Munchurl Kim (IEEE Access, 2021)

Deep Predictive Video Compression Using Mode-Selective Uni- and Bi-Directional Predictions Based on Multi-Frame Hypothesis. - Woonsung Park; Munchurl Kim (IEEE Access, 2021)

PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss. - Juan Luis Gonzalez Bello; Munchurl Kim (CoRR, 2021)

Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images. - Dac Tung Vu; Juan Luis Gonzalez; Munchurl Kim (CoRR, 2021)

PeaceGAN: A GAN-Based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier. - Jihyong Oh; Munchurl Kim (Remote. Sens., 2021)

A Novel Rate and Distortion Estimation Method Using Particle Filtering Based Prediction for Intra-Predictive Coding of Deep Block Partitioning Structures. - Myung Han Hyun; Bumshik Lee; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2021)

SPAM-Net: A CNN-Based SAR Target Recognition Network With Pose Angle Marginalization Learning. - Jihyong Oh; Gwang-Young Youm; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2021)

A Novel Just-Noticeable-Difference-Based Saliency-Channel Attention Residual Network for Full-Reference Image Quality Predictions. - Soomin Seo; Sehwan Ki; Munchurl Kim (IEEE Trans. Circuits Syst. Video Technol., 2021)

Layered Depth Refinement with Mask Guidance. - Soo Ye Kim; Jianming Zhang 001; Simon Niklaus; Yifei Fan; Simon Chen; Zhe Lin 001; Munchurl Kim (CVPR, 2022)

Zoom-to-Inpaint: Image Inpainting with High-Frequency Details. - Soo Ye Kim; Kfir Aberman; Nori Kanazawa; Rahul Garg 002; Neal Wadhwa; Huiwen Chang; Nikhil Karnad; Munchurl Kim; Orly Liba (CVPR Workshops, 2022)

Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 Challenge: Report. - Andrey Ignatov; Radu Timofte; Jin Zhang; Feng Zhang 047; Gaocheng Yu; Zhe Ma; Hongbin Wang 006; Minsu Kwon; Haotian Qian; Wentao Tong; Pan Mu; Ziping Wang; et al. (ECCV Workshops (3), 2022)

DeMFI: Deep Joint Deblurring and Multi-frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting. - Jihyong Oh; Munchurl Kim (ECCV (7), 2022)

Selective compression learning of latent representations for variable-rate image compression. - Jooyoung Lee 004; Seyoon Jeong; Munchurl Kim (NeurIPS, 2022)

Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos. - Juan Luis Gonzalez Bello; Jaeho Moon; Munchurl Kim (CoRR, 2022)

Self-Supervised Deep Monocular Depth Estimation With Ambiguity Boosting. - Juan Luis Gonzalez Bello; Munchurl Kim (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Detail-Preserving Self-Supervised Monocular Depth with Self-Supervised Structural Sharpening. - Juan Luis Gonzalez Bello; Jaeho Moon; Munchurl Kim (CVPR Workshops, 2023)

Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer. - Agus Gunawan; Soo Ye Kim; Hyeonjun Sim; Jae-Ho Lee; Munchurl Kim (CVPR, 2023)

COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability. - Jongmin Park; Jooyoung Lee 004; Munchurl Kim (ICCV, 2023)

SGSR: A Saliency-Guided Image Super-Resolution Network. - Dayeon Kim; Munchurl Kim (ICIP, 2023)

Feature-Guided Machine-Centric Image Coding for Downstream Tasks. - Sangwoon Kwak; Joungil Yun; Hyon-Gon Choo; Munchurl Kim (ICME Workshops, 2023)

Optical-Flow-Aided Self-Supervised Single View Depth Estimation from Monocular Videos. - Juan Luis Gonzalez Bello; Munchurl Kim (VCIP, 2023)

MorphVAD: Efficient Video Anomaly Detection Using Morphological Transformation. - Jeonghyeok Do; Munchurl Kim (VCIP, 2023)

DyBluRF: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular Video. - Minh-Quan Viet Bui; Jongmin Park; Jihyong Oh; Munchurl Kim (CoRR, 2023)

CFCA-SET: Coarse-to-Fine Context-Aware SAR-to-EO Translation With Auxiliary Learning of SAR-to-NIR Translation. - Jaehyup Lee; Hyebin Cho; Doo-Chun Seo; Hyun-Ho Kim; Jaeheon Jeong; Munchurl Kim (IEEE Trans. Geosci. Remote. Sens., 2023)

Transformer-Based Synthetic-to-Measured SAR Image Translation via Learning of Representational Features. - Geunhyuk Youk; Munchurl Kim (IEEE Trans. Geosci. Remote. Sens., 2023)

Novel View Synthesis with View-Dependent Effects from a Single Image. - Juan Luis Gonzalez Bello; Munchurl Kim (CVPR, 2024)

From-Ground-To-Objects: Coarse-to-Fine Self-supervised Monocular Depth Estimation of Dynamic Objects with Ground Contact Prior. - Jaeho Moon; Juan Luis Gonzalez Bello; Byeongjun Kwon; Munchurl Kim (CVPR, 2024)

FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring. - Geunhyuk Youk; Jihyong Oh; Munchurl Kim (CVPR, 2024)

SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition. - Jeonghyeok Do; Munchurl Kim (ECCV (41), 2024)

MacDC: Masking-augmented Collaborative Domain Congregation for Multi-target Domain Adaptation in Semantic Segmentation. - Fei Pan; Dong He; Xu Yin; Chenshuang Zhang; Munchurl Kim (IV, 2024)

ProNeRF: Learning Efficient Projection-Aware Ray Sampling for Fine-Grained Implicit Neural Radiance Fields. - Juan Luis Gonzalez Bello; Minh-Quan Viet Bui; Munchurl Kim (IEEE Access, 2024)

Lightweight Optical Flow Estimation Using 1D Matching. - Wonyong Seo; Woonsung Park; Munchurl Kim (IEEE Access, 2024)

DeepHQ: Learned Hierarchical Quantizer for Progressive Deep Image Coding. - Jooyoung Lee 004; Se Yoon Jeong; Munchurl Kim (CoRR, 2024)

TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition. - Jeonghyeok Do; Munchurl Kim (CoRR, 2024)

C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation. - Jeonghyeok Do; Jaehyup Lee; Munchurl Kim (CoRR, 2024)

DAKD: Data Augmentation and Knowledge Distillation using Diffusion Models for SAR Oil Spill Segmentation. - Jaeho Moon; Jeonghwan Yun; Jaehyun Kim; Jaehyup Lee; Munchurl Kim (CoRR, 2024)

BiM-VFI: directional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions. - Wonyong Seo; Jihyong Oh; Munchurl Kim (CoRR, 2024)

MIVE: New Design and Benchmark for Multi-Instance Video Editing. - Samuel Teodoro; Agus Gunawan; Soo Ye Kim; Jihyong Oh; Munchurl Kim (CoRR, 2024)

Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation. - Jaehyup Lee; Hyun-Ho Kim; Doo-Chun Seo; Munchurl Kim (IEEE Geosci. Remote. Sens. Lett., 2024)

Deep Spectral Blending Network for Color Bleeding Reduction in PAN-Sharpening Images. - Hyun-Ho Kim; Munchurl Kim (IEEE Trans. Geosci. Remote. Sens., 2024)

Self-Supervised Monocular Depth Estimation With Positional Shift Depth Variance and Adaptive Disparity Quantization. - Juan Luis Gonzalez Bello; Jaeho Moon; Munchurl Kim (IEEE Trans. Image Process., 2024)

A VVC Intra Rate Control With Small Bit Fluctuations Using a Lagrange Multiplier Adjustment. - Myung Han Hyun; Bumshik Lee; Munchurl Kim (IEEE Trans. Multim., 2024)

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening. - Sungpyo Kim; Jeonghyeok Do; Jaehyup Lee; Munchurl Kim (CVPR, 2025)

MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting. - Sangwoon Kwak; Joonsoo Kim; Jun Young Jeong; Won-Sik Cheong; Jihyong Oh; Munchurl Kim (CVPR, 2025)

ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects. - Woojin Lee; Hyugjae Chang; Jaeho Moon; Jaehyup Lee; Munchurl Kim (CVPR, 2025)

SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video. - Jongmin Park; Minh-Quan Viet Bui; Juan Luis Gonzalez Bello; Jaeho Moon; Jihyong Oh; Munchurl Kim (CVPR, 2025)

BiM-VFI: Bidirectional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions. - Wonyong Seo; Jihyong Oh; Munchurl Kim (CVPR, 2025)

FBS-PS: Fully Band-Separable PAN-Sharpening Considering the Physical Characteristics of Electro-Optical Sensors. - Hyun-Ho Kim; Munchurl Kim (IEEE Trans. Geosci. Remote. Sens., 2025)

One Look is Enough: A Novel Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation Models on High-Resolution Images. - Byeongjun Kwon; Munchurl Kim (CoRR, 2025)

MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video. - Minh-Quan Viet Bui; Jongmin Park; Juan Luis Gonzalez Bello; Jaeho Moon; Jihyong Oh; Munchurl Kim (CoRR, 2025)

PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening. - Jeonghyeok Do; Sungpyo Kim; Geunhyuk Youk; Jaehyup Lee; Munchurl Kim (CoRR, 2025)

MoBluRF: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video. - Minh-Quan Viet Bui; Jongmin Park; Jihyong Oh; Munchurl Kim (IEEE Trans. Pattern Anal. Mach. Intell., 2025)