Digital Image Media Lab

International Jounal

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Submitted papers

J. Kim, C. Oh, H. Do, S. Choi and K. Sohn, "3D Semantic Image Synthesis with Geometric and Semantic Consistency" Expert Systems with Applications. (Submitted)
J. Park, J. Lee, and K. Sohn, "Language-Guided Recursive Spatiotemporal Graph Modeling for Video Summarization," International Journal of Computer Vision. (Submitted)

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Published papers (2025)

J. Kim, J. Park, H. Jang, N. Ha, and Kwanghoon Sohn. “Source-Free Domain Adaptation for Remote-Sensing Object Detection Using Low-confidence Pseudo Labels,” IEEE Geoscience and Remote Sensing Letters. Apr, 2025

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Published papers (2024)

H. Kim, J. Lee and K. Sohn, "Prototype-guided Attention Distillation for Discriminative Person Search" IEEE Trans on Pattern Analysis and Machine Intelligence. Sept, 2024
J. Lee, S. Kim, S. Kim and K. Sohn, “Learning discriminative action tubelets for weakly-supervised action detection,” Pattern Recognition, Jun, 2024

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Published papers (2023)

H. Lee, H. Choi, K. Sohn and D. Min, "Cross-scale KNN Image Transformer for Image Restoration" IEEE Access, vol. 11, pp 13013 - 13027, Feb 2023 (Early access)
S. Kim, S. Kim, D. Min, P. Frossard and K. Sohn, "Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation" IEEE Trans on Pattern Analysis and Machine Intelligence, vol. 45. pp 6372 – 6385, May. 2023
W. Song, S, Jeon, H. Choi, K. Sohn and D. Min, "Learning disentangled skills for hierarchical reinforcement learning through trajectory autoencoder with weak labels," Expert systems with Applications, vol. 230, 15 Nov. 2023

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Published papers (2022)

M. Kim, S. Joung, T. Song, H. Kim and K. Sohn, "Learning Semantic Keypoints for Object Detection in Aerial Images" IEEE Geoscience and Remote Sensing Letters, vol. 20, pp 6001205, Dec. 2022
S. Kim, S. Kim, D. Min, P. Frossard and K. Sohn, "Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation," IEEE Trans. on Pattern Analysis and Machine Intelligence, Sep. 2022 (Early Access)
K. Choi, T. Song, S. Kim, H. Jang, N. Ha and K. Sohn, “Deep Cascade Network for Noise-Robust SAR Ship Detection with Label Augmentation,” IEEE Geoscience and Remote Sensing Letters, vol.19, pp 1-5, Dec. 2022
M. Poggi, S. Kim, F. Tosi, S. Kim, F. Aleotti, D. Min, K. Sohn and S. Mattoccia, "On the Confidence of Stereo Matching in a Deep-learning Era: a Quantitative Evaluation," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.44, Issue.9, pp.5293-5313, Sep. 2022
E. Lee, S. Jeong, J. Kim and K. Sohn, "Semantic Equalization Learning for Semi-supervised SAR Building Segmentation," IEEE Geoscience and Remote Sensing Letters, Vol.19, pp.1-5, Jul. 2022
T. Song, S. Kim and K. Sohn, "Shape-Robust SAR Ship Detection via Context-Preserving Augmentation and Deep Contrastive RoI Learning", IEEE Geoscience and Remote Sensing Letters, Vol.19, pp.1-5, Jul. 2022
J. Cho, S. Kim and K. Sohn, “Memory-guided Image De-raining Using Time-Lapse Data," IEEE Trans. on Image Processing, Vol.31, pp.4090-4103, Jun. 2022

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Published papers (2021)

S. Jeon, S. Kim, D. Min and K. Sohn, "Pyramidal Semantic Correspondence Networks," IEEE Trans. on Pattern Analysis and Machine Intelligence, Oct. 2021 (Early access)
S. Jeong, Y. Kim, S. Kim, and K. Sohn, “Enriching SAR Ship Detection via Multi-stage Domain Alignment,” IEEE Geoscience and Remote Sensing Letters," IEEE Geoscience and Remote Sensing Letters, vol. 19, pp 1-5, Oct. 2021.
H. Jung, Y. Kim, H. Jang, N. Ha and K. Sohn, "Multi-task Learning Framework for Motion Estimation and Dynamic Scene Deblurring," IEEE Trans. on Image Processing, vol. 30, pp 8170-8183, Sep, 2021.
J. Cho, D. Min, Y. Kim and K. Sohn, "Deep Monocular Depth Estimation Leveraging a Large-scale Outdoor Stereo Dataset," Expert Systems with Applications, vol.178, Sep. 2021.
S. Kim, D. Min, S. Lin and K. Sohn, "Dense Cross-Modal Correspondence Estimation With the Deep Self-Correlation Descriptor," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 43, no. 7, pp 2345-2359, Jul. 2021
S. Kim, D. Min, S. Kim and K. Sohn, "Adversarial Confidence Estimation Networks for Robust Stereo Matching," IEEE Trans. on Intelligent Transportation Systems, vol. 22, pp 6875-6889, Nov. 2021

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Published papers (2020)

S. Choi, J. Cho, W. Song, J. Choe, J. Yoo and K. Sohn, "Pyramid Inter-Attention for High Dynamic Range Imaging," Sensors, vol. 20, no. 18, pp 5012, Sep. 2020
H. Jung, Y. Kim, D. Min, H. Jang, N. Ha and K. Sohn, "Learning Deeply Aggregated Alternating Minimization for General Inverse Problems," IEEE Trans. on Image Processing, vol. 29, pp 8012-8027, Jul. 2020
J. Cho, S. Kim, D. Min and K. Sohn, "Single Image Deraining Using Time-lapse Data," IEEE Trans. on Image Processing, vol. 29, pp 7274-7289, June. 2020.
J. Lee, S. Kim, S. Kim and K. Sohn, "Multi-modal Recurrent Attention Networks for Facial Expression Recognition," IEEE Trans. on Image Processing, vol. 29, pp 6977-6991, May. 2020.
S. Joung, S. Kim, K. Park and K. Sohn, "Unsupervised Stereo Matching Using Confidential Correspondence Consistency," IEEE Trans. on Intelligent Transportation Systems, vol. 21, pp. 2190-2203, May. 2020.
H. Lee, K. Sohn and D. Min, "Unsupervised Low-light Image Enhancement using Bright Channel Prior.," IEEE Signal Processing Letters, vol. 27, pp 251-255, Jan. 2020.
H. Jung, Y. Kim, H. Jang, N. Ha and K. Sohn, "Unsupervised Deep Image Fusion with Structure Tensor Representations," IEEE Trans. on Image Processing, vol. 29, pp 3845-3858, Jan. 2020.
T. Song, Y. Kim, C. Oh, H. Jang, N. Ha and K. Sohn, "Simultaneous Deep Stereo Matching and Dehazing with Feature Attention," International Journal of Computer Vision (IJCV), vol. 128, pp 799-817, Apr. 2020.
S. Kim, D. Min, S. Lin and K. Sohn, "Discrete-Continuous Transformation Matching for Dense Semantic Correspondence," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 42, pp. 59-73, Jan. 2020.
K. Park, S. Kim and K. Sohn, "High-precision Depth Estimation Using Uncalibrated LiDAR and Stereo Fusion," IEEE Trans. on Intelligent Transportation Systems, vol. 21, pp. 321-335, Jan. 2020.

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Published papers (2019)

S. Jeong, S. Kim, K. Park and K. Sohn, "Learning to Find Unpaired Cross-spectral Correspondences," IEEE Trans. on Image Processing, vol. 28, pp. 5394-5406, Nov. 2019.
C. Oh, B. Ham, H. Kim, A. Hilton and K. Sohn, "OCEAN: Object-Centric Arranging Network for Self-supervised Visual Representations Learning," Expert Systems With Applications. vol. 125, pp.281-292, Jul. 2019
Y. Cho, G. Cui, R. Luo and K. Sohn, "The Impact of Viewing Conditions on Observer Variability for Cross-Media Colour Reproduction," Coloration Technology, vol. 135, pp. 234-243, Jun. 2019.
Y. Kim, B. Ham, M. Do and K. Sohn, "Structure-Texture Image Decomposition using Deep Variational Priors," IEEE Trans. on Image Processing, vol. 28, pp. 2692-2704, Jun. 2019.
S. Kim, D. Min, S. Kim and K. Sohn, "Unified Confidence Estimation Networks for Robust Stereo Matching," IEEE Trans. on Image Processing, vol. 28, pp. 1299-1313, Mar. 2019.
S. Kim, D. Min, B. Ham, S. Lin and K. Sohn, "FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 41, pp. 581-595, Mar. 2019.

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Published papers (2018)

Y. Kim, H. Jung, D. Min and K. Sohn, "Deep Monocular Depth Estimation via Integration of Global and Local Predictions," IEEE Trans. on Image Processing, vol. 27, pp. 4131-4144, Aug. 2018.
K. Park, S. Kim and K. Sohn, "Unified Multi-spectral Pedestrian Detection Based on Probabilistic Fusion Networks," Pattern Recognition, vol. 80, pp. 143-155, Aug. 2018.

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Published papers (2017)

S. Kim, D. Min, S. Kim and K. Sohn, "Feature Augmentation for Learning Confidence Measure in Stereo Matching," IEEE Trans. on Image Processing, vol. 26, pp. 6019-6033, Dec. 2017.
K. Kim, S. Kim and K. Sohn, "Lazy dragging: Effortless bounding-box drawing for touch-screen devices," IEEE Trans. on Consumer Electronics, vol. 63, pp. 93-100, Jul. 2017.
Y. Kim, D. Min, B. Ham and K. Sohn, "Fast Domain Decomposition for Global Image Smoothing," IEEE Trans. on Image Processing, vol. 26, pp. 4079-4091, Aug. 2017.
S. Kim, D. Min, B. Ham, M. Do and K. Sohn, "DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 39, pp. 1712-1729, Sep. 2017.
C. Oh, B. Ham and K. Sohn, "Robust Interactive Image Segmentation using Structure-aware Labeling," Expert Systems With Applications, vol. 79, pp. 90-100, Aug. 2017.
K. Kim, C. Oh and K. Sohn, "Personness Estimation for Real-Time Human Detection on Mobile Devices," Expert Systems With Applications, vol. 72, pp. 130-138, Apr. 2017.
S. Ryu, S. Kim and K. Sohn, "Local Area Transform for Cross Modal Correspondence Matching," Pattern Recognition, vol. 63, pp. 219-228, Mar. 2017.
S. Kim, R. Cai, K. Park, S. Kim and K. Sohn, "Modality-Invariant Image Classification Based on Modality Uniqueness and Dictionary Learning," IEEE Trans. on Image Processing, vol. 26, no. 2, pp. 884-899, Feb. 2017.

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Published papers (2016)

J. Son, S. Kim and K. Sohn, "Fast Illumination-Robust Foreground Detection Using Hierarchical Distribution Map For Real-time Video Surveillance System," Expert systems with applications, vol. 66, pp. 32-41, Dec. 2016.
Y. Kim, B. Ham, C. Oh and K. Sohn, "Structure selective depth super-resolution for RGB-D cameras," IEEE Trans. on Image Processing, vol. 25, no. 11, pp. 5227-38, Nov. 2016.
H. Yoo, J. Son, B. Ham and K. Sohn, "Real-time rear obstacle detection using reliable disparity for driver assistance," Expert Systems With Applications, vol. 56, no. 1, pp. 186-196, Sep. 2016.
J. Son, M. Kang, D. Min and K. Sohn, "EMCCD Color Correction Based on Spectral Sensitivity Analysis," Multimedia Tools and Applications, vol. 75, no. 13, pp. 7589-7604, Jul. 2016.
H. Lee, S. Kim, K. Sohn, J. Son and O. O. Chernyshov, "Fringe periods of Color moire in contact-type 3-D displays," Optics Express, vol. 24, no. 13, pp. 14183-14195, Jun. 2016.
K. Kim, C. Oh and K. Sohn, "Non-Parametric Human Segmentation Using Support Vector Machine," IEEE Trans. on Consumer Electronics, vol. 62, no. 2, pp. 150-158, May. 2016.

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Published papers (2015)

D. Kim, H. Lee, S. Kim and K. Sohn, "Parallax adjustment for visual comfort enhancement using the effect of parallax distribution and crosstalk in parallax-barrier auto-stereoscopic 3D display," Optical Engineering, Vol. 54, no. 12, pp. 123104-1-123104-7, Dec. 2015.
S. Choi, D. Min, B. Ham, Y. Kim, C. Oh and K. Sohn, "Depth Analogy: Data-driven Approach for Single Image Depth Estimation using Gradient Samples," IEEE Trans. on Image Processing, vol. 24, no. 12, pp. 5953-5966, Dec. 2015.
J. Son, S. Kim and K. Sohn, "A Multi-vision Sensor-based Fast Localization System with Image Matching in Challenging Outdoor Environments," Expert Systems With Applications, vol. 42, no. 22, pp. 8830-8839, Dec. 2015.
S. Choi, D. Min, B. Ham and K. Sohn, "Unsupervised Texture Flow Estimation Using Appearance-space Clustering and Correspondence," IEEE Trans. on Image Processing, vol. 24, no. 11, pp. 3652-3665, Nov. 2015.
D. Kim, J. Choi, H. Yoo, U. Yang and K. Sohn, "Rear Obstacle Detection System with Fisheye Stereo Camera using HCT," Expert Systems With Applications, vol. 42, no. 17, pp. 6295-6305, Oct. 2015.
C. Oh, B. Ham, S. Choi and K. Sohn, "Visual Fatigue Relaxation for Stereoscopic Video via Nonlinear Disparity Remapping," IEEE Trans. on Broadcasting. vol. 61, no. 2, pp. 142-153, Jun. 2015.
D. Kim, H. Lee, S. K. Kim and K. Sohn, "Effect of Parallax Distribution and Crosstalk on Visual Comfort in Parallax Barrier Auto-Stereoscopic Display," Optical Engineering, vol. 54, no. 5, pp. 053107-1 - 053107-10, May 2015.
B. Ham, D. Min and K. Sohn, "Depth Super-Resolution by Transduction," IEEE Trans. on Image Processing, vol. 24, no. 5, pp. 1524-1535, May 2015.
J. Son, H. Yoo, S. Kim and K. Sohn, "Real-time Illumination Invariant Lane Detection for Lane Departure Warning System," Expert Systems With Applications, vol. 42, no. 4, pp. 1816-1824, Mar. 2015.

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Published papers (2014)

D. Min, S. Choi, J. Lu, B. Ham, K. Sohn and M. N. Do, "Fast Global Image Smoothing based on Weighted Least Squares," IEEE Trans. on Image Processing, vol. 23, no. 12, pp. 5638-5653, Dec. 2014.
U. Yang, M. Kang, J. Son and K. Sohn, "Image Color Registration for Illumination-Robust Pattern Recognition," Circuits Systems and Signal Processing, vol. 33, no. 12, pp. 3839-3860, Dec. 2014.
S. Kim, B. Ham, B. Kim and K. Sohn, "Mahalanobis Distance Cross-Correlation for Illumination Invariant Stereo Matching," IEEE Trans. on Circuits and Systems for Video Technology, vol. 24, no. 11, pp. 1844-1859, Nov. 2014.
S. Ryu and K. Sohn, "No-reference Quality Assessment for Stereoscopic Images based on Binocular Quality Perception," IEEE Trans. on Circuits and Systems for Video Technology, vol. 24, no. 4, pp. 591-602, Apr. 2014.
J. Choi, D. Min and K. Sohn, "Reliability-based Multiview Depth Enhancement Considering Inter-view Coherence," IEEE Trans. on Circuits and Systems for Video Technology, vol. 24, no. 4, pp. 603-616, Apr. 2014.
B. Ham, D. Min, C. Oh, M. Do and K. Sohn, "Probability-Based Rendering for View Synthesis," IEEE Trans. on Image Processing, vol. 23, no. 2, pp. 870-884, Feb. 2014.

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Published papers (2013)

B. Kim, H. Yoo and K. Sohn, "Exact Order-based Feature Descriptor for Illumination Robust Image Matching," Pattern Recognition, vol. 46, no. 12, pp. 3268-3278, Dec. 2013.
H. Yoo, U. Yang and K. Sohn, "Gradient Enhancing Conversion for Illumination-Robust Lane Detection," IEEE Trans. on Intelligent Transportation Systems, vol. 14, no. 3, pp. 1083-1094, Sept. 2013.
S. Ryu, J. Seo, J. Y. Lee and K. Sohn, "Advanced Motion Vector Coding Framework for Multiview Video Sequences," Multimedia Tools and Applications, vol. 67, no. 1, pp. 49-70, Nov. 2013.
B. Ham, D. Min and K. Sohn, "Generalized Random Walk with Restart and Its Application to Depth Up-sampling and Interactive Segmentation," IEEE Trans. on Image Processing, vol. 22, no. 7, pp. 2574-2588, Jul. 2013.
S. Choi, B. Ham and K. Sohn, "Space-time Hole Filling with Random Walks in View Extrapolation for 3-D Video," IEEE Trans. on Image Processing, vol. 22, no. 6, pp. 2429-2441, Jun. 2013.
D. Kim, S. Ryu and K. Sohn, "Depth Boundary Reconstruction based on Similarity of Adjacent Pixels for Efficient 3-D Video Coding," IEEE Trans. on Consumer Electronics, vol. 59, no. 2, pp. 400-406, May 2013.
D. Kim, S. Choi and K. Sohn, "Visual Comfort Enhancement for Stereoscopic Video based on Binocular Fusion Characteristics," IEEE Trans. on Circuits and Systems for Video Technology, vol. 23, no. 3, pp. 482-487, Mar. 2013.
B. Ham, D. Min and K. Sohn, "Revisiting the Relationship between Adaptive Smoothing and Anisotropic Diffusion with Modified Filters," IEEE Trans. on Image Processing, vol. 22, no. 3, pp. 1096-1107, Mar. 2013.

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Published papers (2012)

J. Oh and K. Sohn, "A Depth-aware Character Generator for 3DTV," IEEE Trans. on Broadcasting, vol. 58, no. 4, pp. 523-532, Dec. 2012.
B. Kim, J. Choi, S. Joo and K. Sohn, "Haar-like Compact Local Binary Pattern for Illumination Robust Feature Matching," Journal of Electronic Imaging, vol. 21, no. 4, pp. 043014-1~043014-8, Oct.-Dec. 2012.
B. Ham, D. Min and K. Sohn, "A Robust Scale-Space Filter using Second Order Partial Differential Equations," IEEE Trans. on Image Processing, vol. 21, no. 9, pp. 3937-3951, Sep. 2012.
B. Kim, J. Choi, Y. Park and K. Sohn, "Robust Corner Detection based on Image Structure," Circuits Systems and Signal Processing, vol. 31, no. 4, pp. 1443-1457, Aug. 2012.
S. Ryu and K. Sohn, "Depth-based Direct Mode for Multiview Video Coding," Signal Processing: Image Communication, vol. 27, no. 6, pp. 571-578. Jul. 2012.
J. Seo, X. Liu, D. Kim and K. Sohn, "An Objective Video Quality Metric for Compressed Stereoscopic Video," Circuits Systems and Signal Processing, vol. 31, no. 3, pp. 1089-1107, Jun. 2012.
X. Liu, L. T. Yang and K. Sohn, "High-speed Inter-view Frame Mode Decision Procedure for Multi-view Video Coding," Future Generation Computer Systems, vol. 28, no. 6, pp. 947-956, Jun. 2012.
D. Kim, S. Choi and K. Sohn, "Effect of Vergence-accommodation Conflict and Parallax Difference on Binocular Fusion for Random Dot Stereogram," IEEE Trans. on Circuits and Systems for Video Technology, Vol.22, Issue 5, pp. 811-816, May 2012.
H. Shin, U. Yang and K. Sohn, "Local Color Correction with 3D Point Set Registration for Underwater Stereo Images," Optical Engineering, vol. 51, no. 4, Apr. 2012.
H. Shin and K. Sohn, "Asymmetric Stereo Imaging System for Portable Electronic Devices," Optical Engineering, vol. 51, no. 4, Apr. 2012
J. Seo and K. Sohn, "Early Disparity Estimation Skipping for Multi-view Video Coding," EURASIP Journal on Wireless communications and networking, (Only Online Published: DOI:10.1186/1687-1499-2012-32) Feb. 2012.
X. Liu, K. Sohn, M. Qiu, M. Jo and H. P. In, "Low-cost H.264/AVC Inter Frame Mode Decision Algorithm for Mobile Communication Systems," ACM/Springer Mobile Networks and Applications, vol. 17, no. 1, pp. 110-118, Feb. 2012.
J. Choi, D. Kim, S. Choi and K. Sohn, "Visual Fatigue Modeling and Analysis for Stereoscopic Video," Optical Engineering, vol. 51, no. 1, Jan. 2012.

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Published papers (2011)

M. Kang, U. Yang and K. Sohn, "Spectral Sensitivity Estimation for an EMCCD Camera," IET Electronics Letters, vol. 47, no. 25, pp. 1369-1370, Dec. 2011.
X. Liu, L. T. Yang, W. Zhu and K. Sohn, "Efficient Temporal Error Concealment Algorithm for H.264/AVC Inter Frame Decoding," International Journal of Communication System, Vol. 24, no. 10, pp. 1282-1297, Oct. 2011.
S. Ryu and K. Sohn, "No-Reference Sharpness Metric based on Inherent Sharpness," IET Electronics Letters, vol. 47, no. 21, pp. 1178-1180, Oct. 2011.
D. Kim, S. Choi and K. Sohn, "Depth Adjustment for Stereoscopic Images and Subjective Preference Evaluation," Journal of Electronic Imaging, vol. 20, no. 3, pp. 033011-1-033011-8, Jul. 2011.
J. Oh and K. Sohn, "Semi-Automatic Zoom Lens Calibration Based on the Camera's Rotation," Journal of Electronic Imaging, vol. 20, no. 2, pp.023006-1-023006-12, Apr. 2011.
U. Yang and K. Sohn, "Image-based Color Temperature Estimation for Color Constancy," IET Electronics Letters, vol. 37, no. 5, pp.322-324, Mar. 2011.
D. Kim and K. Sohn, "Visual Fatigue Prediction for Stereoscopic Image," IEEE Trans. on Circuits and Systems for Video Technology, vol. 21, no. 2, pp.231-236, Feb. 2011.

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Published papers (2010)

J. Choi, D. Min and K. Sohn, "2D-plus-Depth based Resolution and Frame-rate Up-conversion Technique for Depth Video," IEEE Trans. on Consumer Electronics, vol 56, no. 4, pp. 2489-2497, Nov. 2010.
U. Yang, B. Kim, K. Toh and K. Sohn, "An Illumination Invariant Color Space and its Application to Skin-color Detection," Optical Engineering, vol. 49, no. 10, Oct. 2010.
D. Kim, H. Shin, J. Oh and K. Sohn, "Automatic Radial Distortion Correction in Zoom Lens Video Camera," Journal of Electronic Imaging, vol. 19, no.4, pp.043010-1-043010-7, Oct. 2010.
K. Yoo and K. Sohn, "Error-aware Quantisation using Two Complementary Scalar Quantisers for Image/Video Coding," IET Electronics Letters, vol. 46, no. 19, pp. 1324, Sep. 2010.
M. Kang and K. Sohn, "Low-level Enhanced Surrounding Adaptive Tone Mapping," IET Electronics Letters, vol. 46, no. 11, pp.762-763, May 2010.
K. Yoo and K. Sohn, "Hardware Design of Motion Data Decoding Process for H.264/AVC," Signal Processing: Image Communication, vol. 25, no. 3, pp. 208-223, Mar. 2010.
D. Min and K. Sohn, "An Asymmetric Post-processing for Correspondence Problem," Signal Processing: Image Communication, vol. 25, no. 2, pp. 130-142, Feb. 2010.

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Published papers (2009)

H. Ko, K. Yoo and K. Sohn, "Fast Mode Decision for H.264/AVC based on Inter-frame Correlations," Signal Processing: Image Communication, vol 24, no. 10, pp. 803-813, Nov. 2009.
K. Yoo, H. Song and K. Sohn, "In-Loop Selective Processing for Contour Artefact Reduction in Video Coding," IET Electronics Letters, vol 45, no. 20, pp.1020-1022, Sep. 2009.
H. Han and K. Sohn, "Automatic Illumination and Color Compensation Using Mean Shift and Sigma Filter," IEEE Trans. on Consumer Electronics, vol. 55, no. 3, pp. 978-986, Aug. 2009.
M. Kang, B. Kim and K. Sohn, "CIECAM02-based Tone Mapping Technique for Color Image Contrast Enhancement," Optical Engineering, vol. 48, no. 8, pp 087001 1-9, Aug. 2009.
D. Min, D. Kim, S. Yun and K. Sohn, "2D/3D Freeview Video Generation for 3DTV System," Signal Processing: Image Communication, vol. 24, no. 1-2, pp 31-48, Jan. 2009.

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Published papers (2008)

D. Min and K. Sohn, "Cost aggregation and occlusion handling with WLS in stereo matching," IEEE Trans. on Image Processing, vol. 17, no. 8, pp 1431-1442, August 2008.
J. Kim, Y. Kim and K. Sohn, "Stereoscopic video coding and disparity estimation for low bitrate applications based on MPEG-4 multiple auxiliary components," Signal Processing: Image Communication, vol.23, no.6, pp 405-416, July 2008.
D. Kim, D. Min and K. Sohn, "A stereoscopic video generation method using stereoscopic display characterization and motion analysis," IEEE Trans. on Broadcasting, vol.54, no.2, pp 188-197, June 2008.
H. Kim, D. Kim, D. Min and K. Sohn, "A 3D modeling and free-view generation system using environmental stereo cameras," IJIST, vol.17, no.6, pp 367-378, April 2008.
H. Han and K. Sohn, "Face relighting based on virtual irradiance sphere and reflection coefficient," Optical Engineering, vol.47, no.2, pp 027204-1 - 024204-8, Feb 2008.

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Published papers (2007)

H. Song, H. Shin, S. Lee and K. Sohn, "Face Recognition Using Facial Shape Indices with Two Different Three-Dimensional Sensors." Optical Engineering, vol.46, no.6, pp, June 2007.
Y. Kim, J. Kim and K. Sohn, "Fast disparity and motion estimation for multi-view video coding," IEEE Trans. on Consumer Electronics, vol.53, no.2, pp 712-719, May 2007.

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Published papers (2006)

H. Kim, Itaru Kitahara, Kiyoshi Kogure and K. Sohn, "A Real-time 3D Modeling System Using Multiple Stereo Cameras for Free-viewpoint Video Generation," ICIAR, LNCS, pp 237-249, September. 2006.
D. Min, S. Yun and K. Sohn, "Segment-based Stereo Matching Using Energy-based Regularization," IWMRCS, LNCS, pp 761-768, September. 2006.
S. Yun, D. Min and K. Sohn, "Fast dense stereo matching using adaptive window in hierarchical framework," ISVC, LNCS, pp 316-325, November.2006.
T. Jeong, Y. Kim, K. Sohn and C. Lee,"Deinterlacing with selective motion compensation." Optical Engineering, vol. 45, no. 3, pp 1-1 - 1-9, Jul. 2006.
D. Min, H. Kim and K. Sohn, "Edge-preserving joint motion disparity estimation in stereo image sequences," Signal Processing: Image Communication, vol. 21, no. 3, pp 252-271, Mar. 2006.
H. Kim, D. Min, S. Choi and K. Sohn, "Real-Time Disparity Estimation using Foreground Segmentation for Stereo Sequences," Optical Engineering, vol. 45, no 3, pp037402 1-10. Mar. 2006.

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Published papers (2005)

Y. Kim, J. H. Lee, C. Park and K. Sohn, "MPEG-4 compatible stereoscopic sequence CODEC for stereo broadcasting," IEEE Trans. on Consumer Electronics, vol. 51, no. 4, pp. 1227-1236 Nov. 2005.
H. Song, S. Lee and K. Sohn, "3D Face Recognition Based on Facial Shape Indexes with Dynamic Programming"ICBA 2006, LNCS , pp 99-105, Dec. 2005.
H. Kim, D. Min and K. Sohn, "Real-Time Stereo Using Foreground Segmentation and Hierarchical Disparity Estimation," LNCS PCM 2005, Nov. 2005.
Y. Lee, H. Song and K. Sohn, "Local feature based 3D face recognition,"AVBPA 2005, LNCS , vol. 3546, pp 909-918 , Jul. 2005.
H. Song, S. Lee, J. Kim and K. Sohn, "3D Sensor Based Face Recognition," Applied Optics, vol. 44, no. 5, pp 677-687, Feb. 2005.
W. Yang, K. Ngan, J. Lim and K. Sohn, "Joint motion and disparity Fields Estimation for stereoscopic video sequences," Signal Processing: Image Communication, vol. 20, no. 1, pp 265-276, Jan. 2005.
H. Kim and K. Sohn, "3D reconstruction from stereo images for interaction between real and virtual objects," Signal Processing: Image Communication, vol. 20, no. 1, pp 61-75, Jan. 2005.

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Published papers (2004)

H. Kim, Itaru Kitahara, Kiyoshi Kogure, Norihiro Hagita and K. Sohn, "Sat-Cam: Personal Satellite Virtual Camera," PCM 2004, LNCS 3333, pp. 87-94, Nov. 2004.
H. Kim, Y. Choe and K. Sohn, "Disparity estimation using region-dividing technique with energy-based regularization," Optical Engineering, vol. 43, no. 8, pp 1882-1890, Aug. 2004.
Y. Kim, S. Cho and K. Sohn, "Efficient disparity vector coding for multiview sequences," Signal Processing: Image Communication, vol. 19, no. 6, pp 539-553, Jul. 2004.
C. Lee, S. Cho, W. Ahn and K. Sohn, "Rapid hybrid interpolation methods," Optical Engineering, vol. 43, no. 5, pp 1183-1194, May. 2004.
J. Lim, C. Lee and K. Sohn, "Motion/disparity compensated multiview sequence coding," J. Circuits, Systems and Signal Processing, vol. 23, no. 2, pp 123-141, March 2004.
J. Lim, K. Ngan, W. Yang and K. Sohn, "A multiview sequence CODEC with view scalability," Signal Processing: Image Communication, vol. 19, no. 3, pp 239-256, Jan. 2004.
K. Sohn, J. Ryou and J. Lim, "Efficient stereoscopic video coding using joint disparity-motion estimation," J. Circuits, Systems and Signal Processing, vol. 23, no. 1, pp 57-76, Jan. 2004.

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Published papers (2003)

H. Song, U. Yang and K. Sohn, "3D Face Recognition under Pose Varying Environments," WISA 2003, LNCS 2908, pp 333-347, Nov. 2003.
J. Lim, J. Kim, K. Ngan and K. Sohn, "Advanced Rate Control Technologies for 3D-HDTV," IEEE Trans. on Consumer Electronics, vol. 49, no. 4, pp 1498-1507, Nov. 2003.
O. Kwon, K. Sohn and C. Lee, "Deinterlacing using directional interpolation and motion compensation," IEEE Trans. on Consumer Electronics, vol. 49, no. 1, pp 198-203, Feb. 2003.

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Published papers (2002)

S. Huh, T. Ketter, K. Sohn and C. Lee, "Automated cerebrum segmentation from three-dimensional sagittal brain MR images," Computers in Biology & Medicine, vol. 32, pp 311-328, Jan. 2002.

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Published papers (2001)

K. Sohn, K. Lee and J. Lim, "Impulsive noise filtering based on noise detection in corrupted digital color images," J. Circuits, Systems and Signal Proc., vol. 20, no. 6, pp 643-654, Dec. 2001.
K. Sohn, C. Lee, J. Ryou and W. Jang "Error-resilient zerotree wavelet video coding," Optical Engineering, vol. 40, no. 11, pp 2480-2488, Nov. 2001.
S. Kim, K. Sohn, V. Savaljev, E. Pen, J. Son and J. Chun, "A full parallax three-dimensional imaging system based on a point light source array," J. Japan Applied Physics, vol. 40, no. 8, pp 4913-4915, Aug. 2001.
W. Jang, J. Ryou, C. Lee and K. Sohn, "Error-resilient zerotree wavelet image coding technique over noisy channels," Optical Engineering, vol. 40, no. 5, pp 861-867, May 2001.
J. Kim, S. Yoon, C. Lee and K. Sohn, "A robust solution for object recognition by mean field annealing techniques," Pattern Recognition, vol. 34, no. 4, pp 885-902, Apr. 2001.
S. Kim, J. Son, Y. Huh, C. Lee and K. Sohn, "Edge-preserving disparity estimation and disparity compensated intermediate view reconstruction for stereo images," J. Circuits, Systems and Signal Processing, vol. 20, no. 2, pp 185-207, Feb. 2001.

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Published papers (~2000)

J. Go, K. Sohn and C. Lee, "Interpolation using neural networks for digital still cameras,"IEEE Trans. on Consumer Electronics, vol. 46, no. 3, pp 610-616, Aug. 2000.
M. Kim and K. Sohn, "Edge-preserving directional regularization technique for disparity estimation of steroscopic images," IEEE Trans. on Consumer Electronics, vol. 45, no. 3, pp 804-811, Aug. 1999.
S. Yoon, J. Kim, W. Alexander, S. Park and K. Sohn, "An optimum solution for scale-invariant object recognition based on the multi-resolution approximation," Pattern Recognition, vol. 31, no. 7, pp 889-908, July 1998.
K. Lee, H. Song and K. Sohn, "Detection-estimation based approach for impulsive noise removal," IEE Electronics Letters, vol. 34, no. 5, pp 449-450, Mar. 1998.
K. Sohn, J. Kim and W. Alexander, "A mean field annealing approach to robust corner detection," IEEE Trans. on System, Man and Cybern., vol. 28, no. 1, pp 82-90, Feb. 1998.
J. Kim, S. Yoon and K. Sohn, "A robust boundary-based object recognition in occlusion environment by the hybrid Hopfield neural networks," Pattern Recognition, vol. 29, no. 12, pp 2047-2060, Dec. 1996.
K. Sohn, W. Alexander, J. Kim and W. Snyder, "A constrained regularization approach to robust corner detection," IEEE Trans. on System, Man and Cybern., vol. 24, no. 5, pp 820-828, May 1994.
C. Ntuen, E. Park, Y. Park, J. Kim and K. Sohn, "The performance of KIMS in image recognition tasks," J. of Computers and Industrial Eng., vol. 19, no. 1, pp 244-248, Mar. 1990.

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