International Jounal
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Submitted papers
- K. Kim, J. Park and K. Sohn, "Geospatial Domain Adaptation with Truncated Parameter-Efficient Fine-Tuning," IEEE Geoscience and Remote Sensing Letters. (Submitted)
- J. Jang, J. Lee and K. Sohn, "Descriptive Image-Text Matching with Graded Contextual Similarity," Pattern Recognition. (Submitted)
- K. Choi, S. Kim and K. Sohn, "Diffusion Model-Based Data Augmentation for Land Cover Segmentation in Pol-SAR Imagery," Pattern Recognition. (Submitted)
Published papers (2025)
- Y. Choi, K. Sohn and I. Kim, "Dual Transformers with Latent Amplification for Multivariate Time Series Anomaly Detection," IEEE Access, Jul, 2025
- J. Park, J. Lee, and K. Sohn, "Language-Guided Recursive Spatiotemporal Graph Modeling for Video Summarization," International Journal of Computer Vision. Aug, 2025
- J. Kim, C. Oh, H. Do, S. Choi and K. Sohn, "3D Semantic Image Synthesis with Geometric and Semantic Consistency" Expert Systems with Applications. Jun, 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
- Y. Choi, H. Kim K. Sohn and I. Kim, "HiTS: Hierarchical Text-Guided Stylization for Face Sketch-to-Photo Synthesis," IEEE Access, Jan, 2025
- H. Kim, J. Lee and K. Sohn, "Prototype-guided Attention Distillation for Discriminative Person Search," IEEE Trans on Pattern Analysis and Machine Intelligence, Jan, 2025
Published papers (2024)
- J. Lee, S. Kim, S. Kim and K. Sohn, “Learning discriminative action tubelets for weakly-supervised action detection,” Pattern Recognition, Jun, 2024
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
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
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
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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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