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International Journals

2024                              

  1. Juan Luis Gonzalez Bello*, Minh-Quan Viet Bui*, and Munchurl Kim, "ProNeRF: Learning Efficient Projection-Aware Ray Sampling for Fine-Grained Implicit Neural Radiance Fields," IEEE ACCESS, Accepted for Publication, April 15, 2024. (* Equal Contribution)

  2. Wonyong Seo, Woonsung Park and Munchurl Kim, "Lightweight Optical Flow Estimation using 1D Matching," IEEE ACCESS, vol. 12, pp. 45560– 45571, Mar. 2024. (DOI: 10.1109/ACCESS.2024.3380917)

  3. Hyun-ho Kim, and Munchurl Kim, "Deep Spectral Blending Network for Color Bleeding Reduction in Pan-sharpening Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. Mar. 2024. (DOI: 10.1109/TGRS.2024.3378158)

  4. Juan Luis Gonzalez Bello, Jaeho Moon, and Munchurl Kim, "Self-Supervised Monocular Depth Estimation with Positional Shift Depth Variance and Adaptive Disparity Quantization," IEEE Transactions on Image Processing, vol. 33, pp. 2074 - 2089, 12 March 2024. (DOI: 10.1109/TIP.2024.3374045).

  5. Myung Han Hyun, Bumshik Lee, and Munchurl Kim, "A VVC Intra Rate Control with Small Bit Fluctuations Using a Lagrange Multiplier Adjustment," IEEE Transactions on Multimedia, vol. 26, pp. 6811-6821, Jan. 2024. (DOI:10.1109/TMM.2024.3355633).

  6. Jooyoung Lee, Seunghyun Cho, and Munchurl Kim, “An End-to-End Joint-learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization”, ETRI Journal, Accepted for Publication. 

  7. Jaehyup Lee, Hyun-Ho Kim, Doochun Seo, and Munchurl Kim, "Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation," IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, Jan. 2024. (DOI: 10.1109/LGRS.2023.3344804)

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2023                              

  1. Jaehyup Lee, Hyebin Cho, Doochun Seo, Hyun-ho Kim, Jaeheon Jeong, and Munchurl Kim, "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, vol. 61, ​article no. 5217118, pp. 1-18, Sept. 2023. (DOI: 10.1109/TGRS.2023.3318980)

  2. Geunhyuk Youk and Munchurl Kim, "Transformer-based Synthetic-to-Measured SAR Image Translation via Learning of Representational Features," IEEE Transactions on Geoscience and Remote Sensing, vol. 61, article no. 5206318, pp. 1-18, April 2023. (DOI: 10.1109/TGRS.2023.3267480)

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2022                              

  1. Juan Luis Gonzalez Bello and Munchurl Kim, "Self-Supervised Deep Monocular Depth Estimation with Ambiguity Boosting," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 12, pp. 9131-9149, Dec. 2022. (DOI: 10.1109/TPAMI.2021.3124079)

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2021                              

  1. Seonghyeon Kang, Seong Dae Kim, and Munchurl Kim,"Structural-Information-based Robust Corner Point Extraction for Camera Calibration under Lens Distortions and Compression Artifacts," IEEE ACCESS, vol. 9, pp. 151037-151048, Nov. 2021. (DOI: 10.1109/ACCESS.2021.3126570​)

  2. Jihyong Oh and Munchurl Kim, "PeaceGAN: A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier," Remote Sensing, vol. 13, issue 19, pp. 3939-1 - 3939-25, Oct. 1, 2021. (DOI: 10.3390/rs13193939)

  3. Soomin Seo*, Sehwan Ki*, and Munchurl Kim (*Equal Contribution), "A Novel Just-Noticeable-Difference-based Saliency-Channel Attention Residual Network for Full-Reference Image Quality Predictions," IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, issue 7, pp. 2602-2616, July 2021. (DOI: 10.1109/TCSVT.2020.3030895)

  4. Myung Han Hyun, Bumshik Lee and Munchurl Kim, "A Novel Rate and Distortion Estimation Method using Particle Filtering based Prediction for Intra-Predictive Coding of Deep Block Partitioning Structures," IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, issue 2, pp. 782-797, Feb. 2021. (DOI: 10.1109/TCSVT.2020.2989185)

  5. Jihyong Oh, Gwang-Young Youm and Munchurl Kim, "SPAM-Net: A CNN-based SAR Target Recognition Network with Pose Angle Marginalization Learning," IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, issue 2, pp. 701-714, Feb. 2021. (DOI: 10.1109/TCSVT.2020.2987346)

  6. Saehun Kim and Munchurl Kim, "Pseudo-Supervised Learning for Semantic Multi-Style Transfer," IEEE ACCESS, vol. 9, pp. 7930-7942, Jan. 2021. (DOI: 10.1109/ACCESS.2021.3049637)

  7. Woonsung Park and Munchurl Kim, “Deep Predictive Video Compression using Mode-Selective Uni- and Bi-directional Predictions based on Multi-frame Hypothesis,” IEEE ACCESS, vol. 9, pp. 72-85, Jan. 2021. (DOI: 10.1109/ACCESS.2020.3046040)

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2020                              

  1. Sehwan Ki and Munchurl Kim, “Learning-based JND-directed HDR Video Preprocessing for Perceptually Lossless Compression with HEVC,” IEEE ACCESS, vol. 8, pp. 228605-228618, Dec. 2020. (DOI: 10.1109/ACCESS.2020.3046194)

  2. Myung Han Hyun, Bumshik Lee and Munchurl Kim, "A Frame-level Constant Bit-Rate Control using Recursive Bayesian Estimation for Versatile Video Coding," IEEE ACCESS, vol. 8, pp. 227255-227269, Dec. 2020. (DOI: 10.1109/ACCESS.2020.3046043)

  3. Soomin Seo, Jae-Seok Choi, Jaehyup Lee, Hyun-Ho Kim, Doochun Seo, Jaeheon Jeong and Munchurl Kim, "UPSNet: Unsupervised Pan-Sharpening Network with Registration Learning between Panchromatic and Multi-Spectral Images," IEEE ACCESS, vol. 8, pp. 201199 - 201217, Nov. 2020. (DOI: 10.1109/ACCESS.2020.3035802)

  4. Saehun Kim and Munchurl Kim, "Learning of Counting Crowded Birds of Various Scales via Novel Density Activation Maps," IEEE ACCESS, vol. 8, pp. 155296 - 155305, Aug. 2020. (DOI: 10.1109/ACCESS.2020.3019069)

  5. Jae-Seok Choi, Yongwoo Kim and Munchurl Kim, "S3: A Spectral-Spatial Structure Loss for Pan-Sharpening Networks," IEEE Geoscience and Remote Sensing Letters, vol. 17, issue 5, pp. 829-833, May 2020. (DOI: 10.1109/LGRS.2019.2934493)

  6. Dae-Eun Kim and Munchurl Kim, "Learning-based Low-Complexity Reverse Tone Mapping with Linear Mapping," IEEE Transactions on Circuits and Systems for Video Technology, vol. 10, issue 2, pp. 400-414, Feb. 2020. (DOI: 10.1109/TCSVT.2019.2892438)

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2019                              

  1. Woonsung Park, Bumshik Lee and Munchurl Kim, "Fast Computation of Integer DCT-V, DCT-VIII and DST-VII for Video Coding," IEEE Transactions on Image Processing, vol. 28, issue 12, pp. 5839 - 5851, Dec. 2019.

  2. [Feature Article: Image Understanding] Jin Jeon and Munchurl Kim, "Discovering Latent Topics with Saliency-weighted LDA for Image Scene Understanding," IEEE Multimedia, vol. 26, issue 3, pp. 56-68, July-September 2019. (DOI: 10.1109/MMUL.2018.2883127)

  3. Yongwoo Kim, Jae-Seok Choi and Munchurl Kim, “A Real-Time Convolutional Neural Network for Super-Resolution on FPGA with Applications to 4K UHD 60 fps Video Services,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, issue 8, pp. 2521-2534, Aug. 2019. (DOI: 10.1109/TCSVT.2018.2864321)

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2018                              

  1. Sung-Jun Yoon*, Hyun-Ho Kim* and Munchurl Kim, "Hierarchical Extended Bilateral Motion Estimation based Frame Rate Up-Conversion using Learning based Linear Mapping," IEEE Transactions on Image Processing, vol. 27, issue 12, pp. 5918-5932, Dec. 2018. (Sung-Jun Yoon* and Hyun-Ho Kim* contributed equally to this work) (DOI: 10.1109/TIP.2018.2861567)

  2. Sehwan Ki and Munchurl Kim, “Learning-based Just-Noticeable-Quantization-Distortion Modeling for Perceptual Video Coding,” IEEE Transactions on Image Processing, vol. 27, no. 7, pp. 3178-3193, July 2018. (DOI: 10.1109/TIP.2018.2818439)

  3. Yongwoo Kim, Jae-Seok Choi and Munchurl Kim, “2X Super-Resolution Hardware using Edge-Orientation-based Linear Mapping for Real-Time 4K UHD 60 fps Video Applications,” IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 65, issue 9, pp. 1274-1278, Sept. 2018. (DOI: 10.1109/TCSII.2018.2799577)

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2017                              

  1. Sung-Ho Bae and Munchurl Kim, "A DCT-based Total JND Profile for Spatiotemporal and Foveated Masking Effects," IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 6, pp. 1196-1207, June 2017. (DOI: 10.1109/TCSVT.2016.2539862)

  2. Jae-Seok Choi and Munchurl Kim, “Single Image Super-Resolution using Global Regression based on Multiple Local Linear Mappings,” IEEE Transactions on Image Processing, vol. 26, no. 3, pp. 1300-1314, Mar. 2017. (DOI: 10.1109/TIP.2017.2651411)

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2016                              

  1. Sung-Ho Bae and Munchurl Kim, "DCT-QM: A DCT-based Quality Degradation Metric for Image Quality Optimization Problems," IEEE Transactions on Image Processing, vol. 25, no. 10, pp. 4916 - 4930 , Oct. 2016. (DOI: 10.1109/TIP.2016.2598492)

  2. Bumshik Lee and Munchurl Kim, "A CU-level Rate and Distortion Estimation Scheme for RDO of Hardware-friendly HEVC Encoders Using Low-Complexity Integer DCTs," IEEE Transactions on Image Processing, vol. 25, no. 8, pp. 3787-3800, Aug. 2016. (DOI: 10.1109/TIP.2016.2579559)

  3. Sung-Ho Bae, Jaeil Kim and Munchurl Kim, "HEVC-based Perceptually Adaptive Video Coding using a DCT-based Local Distortion Detection Probability Model," IEEE Transactions on Image Processing, vol. 25, no. 7, pp. 3343-3357, July 2016. (DOI: 10.1109/TIP.2016.2568459)

  4. Bumshik Lee, Jaehong Jung and Munchurl Kim, "An All-zero Block Detection Scheme for Low-Complexity HEVC Encoders," IEEE Transactions on Multimedia, vol. 18, no. 7, pp. 1257-1268, July 2016. (DOI: 10.1109/TMM.2016.2557075)

  5. Eunhui Kim and Munchurl Kim, "Topic-Tracking-Based Dynamic User Modeling with TV Recommendation Applications," Applied Intelligence, vol. 44, issue 4, pp. 771-792, June 2016. (DOI: 10.1007/s10489-015-0720-8)

  6. Sung-Ho Bae and Munchurl Kim, "A Novel Image Quality Assessment with Globally and Locally Consilient Visual Quality Perception," IEEE Transactions on Image Processing, vol. 25, no. 5, pp. 2392-2406, May 2016. (DOI: 10.1109/TIP.2016.2545863)

  7. Jae-Seok Choi and Munchurl Kim, “Super-Interpolation With Edge-Orientation-Based Mapping Kernels for Low Complex 2x Up-Scaling,” IEEE Transactions on Image Processing, vol. 25, issue 1, pp. 469-483, Jan. 2016. (DOI: 10.1109/TIP.2015.2507402)

 
2015                              

  1. Jaeil Kim, Sung-Ho Bae and Munchurl Kim, "An HEVC-Compliant Perceptual Video Coding Scheme based on JND Models for Variable Block-sized Transform Kernels," IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 11, pp. 1786-1800, Nov. 2015. (DOI: 10.1109/TCSVT.2015.2389491)

  2. Shinjee Pyo, EunHui Kim and Munchurl Kim, "LDA-based Unified Topic Modeling for Similar TV User Grouping and TV Program Recommendation," IEEE Transactions on Cybernetics, vol. 45, no. 8, pp. 1476-1490, Aug. 2015. (DOI: 10.1109/TCYB.2014.2353577)

  3. Seunghyun Cho, Hyunmi Kim, Hui Yong Kim and Munchurl Kim, "Efficient In-loop Filtering across Tile Boundaries for Multi-Core HEVC Hardware Decoders with 4K/8K-UHD Video Applications," IEEE Transactions on Multimedia, vol. 17, no. 6, pp. 778-791, June 2015. (DOI: 10.1109/TMM.2015.2418995)

  4. Sangsoo Ahn, Bumshik Lee and Munchurl Kim, "A Novel Fast CU Encoding Scheme based on Spatio-Temporal Encoding Parameters for HEVC Inter Coding," IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 3, pp. 422-435, Mar. 2015. (DOI: 10.1109/TCSVT.2014.2360031)

  5. Yongjun Chang and Munchurl Kim, "Binocular Suppression based Stereoscopic Video Coding by Joint Rate Control with KKT Conditions for a Hybrid Video Codec System," IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 1, pp. 99-111, Jan. 2015. (DOI: 10.1109/TCSVT.2014.2330658)

 
2014                              

  1. Sung-Ho Bae and Munchurl Kim, "A Novel Generalized DCT-based JND Profile Based on An Elaborate CM-JND Model for Variable Block-Sized Transforms in Monochrome Images," IEEE Transactions on Image Processing, vol. 23, no. 8, pp. 3227-3240, Aug. 2014. (DOI: 10.1109/TIP.2014.2327808) 

  2. Bumshik Lee, Munchurl Kim and Truong Q. Nguyen, "A Frame-level Rate Control Scheme based on Texture and Non-texture Rate Models for High Efficiency Video Coding," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 3, pp. 465-479, Mar. 2014. (DOI: 10.1109/TCSVT.2013.2276880)

  3. Taeyoung Na and Munchurl Kim, "A Novel No-Reference PSNR Estimation Method with regard to Deblocking Filtering Effect in H.264/AVC Bitstreams," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 2, pp. 320-330, Feb. 2014. (DOI: 10.1109/TCSVT.2013.2255425) 

  4. Bumshik Lee, Munchurl Kim, Hui Yong Kim, Jongho Kim and Jin Soo Choi, "Design and Performance Analysis of Hierarchical Transform Coding for Video Codecs," IET Image Processing, vol. 8, no. 1, pp. 12-22, Jan. 2014. (DOI: 10.1049/iet-ipr.2012.0559)

 

 

2013                                                           

  1. Houari Sabirin and Munchurl Kim, "Low Complexity Object Detection and Tracking with Inter-layer Graph Mapping and Intra-layer Graph Refinement in H.264/SVC Bitstreams," Pattern Recognition Letters, vol. 34, Issue 13, pp. 1531-1539, Oct. 2013. (DOI: 10.1016/j.patrec.2013.06.011)

  2. Sung-Ho Bae and Munchurl Kim, "A Novel DCT-based JND Model for Luminance Adaptation Effect in DCT Frequency," IEEE Signal Processing Letters, vol. 20, no. 9, pp. 893-896, Sept. 2013. (DOI: 10.1109/LSP.2013.2272193)

  3. Seunghyun Cho and Munchurl Kim, "Fast CU Splitting and Pruning for Suboptimal CU Partitioning in HEVC Intra Coding," IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 9, pp. 1555-1564, Sept. 2013. (DOI: 10.1109/TCSVT.2013.2249017)

  4. Yongjun Chang and Munchurl Kim, "A Joint Rate Control Scheme in a Hybrid Stereoscopic Video Codec System for 3DTV Broadcasting," IEEE Transactions on Broadcasting, vol. 59, no. 2, pp. 265-280, June 2013. (DOI: 10.1109/TBC.2013.2240731)

  5. Taeyoung Na, Sangsoo Ahn, Houari Sabirin, Munchurl Kim, Byungsun Kim, Sangjin Hahm and Keunsik Lee, "A Hybrid Stereoscopic Video Coding Scheme based on MPEG-2 and HEVC for 3DTV Services," IEEE Transactions on Circuits and Systems for Video Technology, vol. 23 , no. 9, pp 1542-1554, Sept. 2013. (DOI: 10.1109/TCSVT.2013.2249021)

  6. Sung-Ho Bae, Jaeil Kim, Munchurl Kim, Sukhee Cho, and Jin Soo Choi, "Assessments of Subjective Video Quality on HEVC-encoded 4K-UHD Video for Beyond-HDTV Broadcasting Services," IEEE Transactions on Broadcasting, vol. 59, no. 2, pp. 209-222, June 2013. (DOI: 10.1109/TBC.2013.2247171) 

  7. Shinjee Pyo, Eunhui Kim and Munchurl Kim, "Automatic and Personalized Recommendation of TV Program Contents using Sequential Pattern Mining for Smart TV User Interaction," Multimedia Systems, vol. 19, no. 6, pp. 527-542, Nov. 2013. (DOI: 10.1007/s00530-013-0311-7)

  8. Bumshik Lee and Munchurl Kim, "No-reference PSNR Estimation for HEVC Encoded Video," IEEE Transactions on Broadcasting, vol. 59, no. 1, pp. 20-27, Mar. 2013. (DOI: 10.1109/TBC.2012.2226533)

 

 

2012                              

  1. Bumshik Lee and Munchurl Kim, "An Efficient Inter-prediction Mode Decision Method for Temporal Scalability Coding with Hierarchical B-picture Structure," IEEE Transactions on Broadcasting, vol. 58, no. 2, pp. 285-290, June 2012. (DOI: 10.1109/TBC.2012.2184154)

  2. Houari Sabirin, Munchurl Kim, Hui Yong Kim, Han Kyu Lee, Minkyu Park, and Yong Han Kim, "DMB Application Format for Mobile Multimedia Services," IEEE Multimedia, vol. 19, no. 2, pp. 38-47, April-June 2012. (DOI: 10.1109/MMUL.2011.38)

  3. Houari Sabirin and Munchurl Kim, "Moving Object Detection and Tracking using A Spatio-temporal Graph in H.264/AVC bitstreams for Video Surveillance," IEEE Transactions on Multimedia, vol. 14, no. 3, pp. 657-668, June 2012. (DOI: 10.1109/TMM.2012.2187777)

 

 

2011                              

  1. Yongjun Chang and Munchurl Kim, "Hybrid Codec-Based Intra-Frame Joint Rate Control for Stereoscopic Video," IEEE Signal Processing Letters, vol. 18, no. 10, pp. 543-546, Oct. 2011. (DOI: 10.1109/LSP.2011.2162504)

  2. Bumshik Lee and Munchurl Kim, "Modeling Rates and Distortions Based on a Mixture of Laplacian Distributions for Inter-Predicted Residues in Quadtree Coding of HEVC," IEEE Signal Processing Letters, vol. 18, no. 10, pp. 571-574, Oct. 2011. (DOI: 10.1109/LSP.2011.2163935)

  3. Houari Sabirin and Munchurl Kim, "The MPEG Musical Slide Show Application Format: Enriching the MP3 Experience," IEEE Signal Processing Magazine, vol. 28, no.4, pp. 136 - 141, July 2011. (DOI: 10.1109/MSP.2011.941137)

  4. Eunhui Kim, Shinjee Pyo, Eunkyung Park and Munchurl Kim, "Automatic TV Program Recommendation for (IP)TV Personalization," IEEE Transactions on Broadcasting, vol. 57, no. 3, pp. 674-684, Sept. 2011. (DOI: 10.1109/TBC.2011.2161409)

  5. Hendry and Munchurl Kim, "A Selective Protection Scheme based on Dependency Coding Structure of SVC," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 11, pp. 1733-1746, Nov. 2011. (DOI: 10.1109/TCSVT.2011.2138850)

  6. Bumshik Lee and Munchurl Kim, "A Low Complexity Mode Decision Method for Spatial Scalability Coding of SVC," IEEE Transactions on Circuits and Systems for Video Technology, vol.21, no.1, pp.88-95, Jan. 2011. (DOI: 10.1109/TCSVT.2011.2106273)

 

 

~2010                              

  1. Noboru Harada, Yutaka Kamamoto, Takehiro Moriya, Hendry, Houari Sabirin, and Munchurl Kim, "Archive and Preservatiion of Media Content Using MPEG-A," IEEE Multimedia, vol. 17, no. 4, pp. 94-98, Oct.~Dec. 2010. (DOI: 10.1109/MMUL.2010.73)

  2. Jeongyeon Lim and Munchurl Kim, "An Optimal Adaptation Framework for Streaming Multiple Video Objects," IEEE Transactions on Circuits and Systems for Video Technology, vol.18, no.5, pp.699-703, May 2008. (DOI: 10.1109/TCSVT.2008.918847)

  3. Youngjoo Suh, Hoirin Kim, Munchurl Kim, "Histogram Equalization Utilizing Window-Based Smoothed CDF Estimation for Feature Compensation," IEICE Transactions, 91-D(8):2199-2202, 2008. 

  4. Jeongyeon Lim, Munjo Kim, Bumshik Lee, Munchurl Kim, Heekyung Lee and Han-Kyu Lee, "A Target Advertisement System based on TV Viewer’s Profile Reasoning," Multimedia Tools and Applications, vol. 36, no. 1, pp. 11-35, 2008. (DOI: 10.1007/s11042-006-0079-2)

  5. Jeongyeon Lim, Sanggil Kang and Munchurl Kim, "Automatic User Preference Learning for Personalized EPG Applications," Journal of the American Society for Information Science and Technology,vol 58, issue 9, pp.1346~1356, July, 2007. (DOI: 10.1002/asi.20577)

  6. Sung Ho Jin, Tae Meon Bae, Yong Man Ro, Hoi-Rin Kim, and Munchurl Kim, "Intelligent broadcasting system and services for personalized semantic contents consumption," Expert System with Applications, vol. 31, no. 1, pp. 164-173, Elsevier (SCI-E), Jul. 2006. 

  7. Mansoo Park, Hoi-Rin Kim, Yong Man Ro, and Munchurl Kim, "Frequency Filtering for a Highly Robust Audio Fingerprinting Scheme in a Real-Noise Environment," IEICE Trans. Inf. & Syst., Vol. E89-D, No. 7, pp.2324-2327, Jul. 2006. 

  8. Sanggil Kang, Jeongyeon Lim and Munchurl Kim, "Modeling the user preference of broadcasting contents using Bayesian networks," Journal of Electronic Imaging, vol. 14, no. 2, pp. 023022-1 ~ 023022-10, Apr~Jun 2005. 

  9. Jeho Nam, Yong Man Ro, Youngsik Huh and Munchurl Kim, "Visual Content Adaptation According to User Perception Characterisitcs," IEEE Transactions on Multimedia, vol. 7, no. 3, pp. 435-445, June 2005. (DOI: 10.1109/TMM.2005.846801)

  10. Munchurl Kim, Jeongyeon Lim, Kyungok Kang and Jinwoong Kim, "Agent-based Intelligent Multimedia Broadcasting within MPEG-21 Multimedia Framework," ETRI Journal, vol. 26, no. 2, pp. 1 ~ 11, April 2004. (DOI: 10.4218/etrij.04.0603.0012)

  11. Yong Man Ro, Munchurl Kim, Ho Kyung Kang, B.S. Manjunath and Jinwoong Kim, "MPEG-7 Homogeneous Texture Descriptor," ETRI Journal, vol. 23, no. 2, pp. 41 ~ 51, June 2001. (DOI: 10.4218/etrij.01.0101.0201)

  12. Munchurl Kim, Jun Geun Jeon, Jinsuk Kwak, Myoung Ho Lee and Chieteuk Ahn, "Moving Object Segmentation in Video Sequences By User Interaction and Automatic Object Tracking," Image and Vision Computing Journal, vol. 19, no. 5, pp. 245 ~ 260, April 2001. (DOI: 10.1016/S0262-8856(00)00074-3)

  13. Munchurl Kim and Jinwoong Kim, "Moving video object segmentation Using Statistical Hypothesis Testing," IEE Electronics Letters, vol. 36, no. 2, pp. 128 - 129, 2000. (DOI: 10.1049/el:20000180)

  14. Munchurl Kim, Jae Gark Choi, Daehee Kim, Hyung Lee, Myoung Ho Lee, Chieteuk Ahn and Yo-Sung Ho, "A VOP Generation Tool: Automatic Segmentation of Moving Objects in Image Sequences Based on Spatio-Temporal Information," IEEE Transactions on Circuits and Systems for Video Technology, vol. 9, no. 8, pp. 1216-1226, 1999. (DOI: 10.1109/76.809157)

  15. J.C. Principe, Munchurl Kim and John Fisher, "Target Discrimination in Synthetic Aperture Radar Using Artificial Neural Networks," IEEE Transactions on Image Processing, vol. 7, no. 8, pp. 1136 - 1149, 1998. (DOI: 10.1109/83.704307)

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