Kwangyong Lim,Yongwon Hong, Yeongwoo Choi, Hyeran Byun,"Real-time traffic sign recognition based on a general purpose GPU and deep-learning",PLoS ONE 12(3):e0173317, doi:10.1371/journal.pone.0173317,2017.03.06,

Seunghwan Hong,Ilsuk Park, Jisang Lee, Kwangyong Lim, Yoonjo Choi, Hong-Gyoo Sohn,"Utilization of a Terrestrial Laser Scanner for the Calibration of Mobile Mapping Systems",Sensors 2017, 17(3), 474,2017.02.27,

Jongkwang Hong,Yongwon Hong, Youngjung Uh, Hyeran Byun,"Discovering overlooked objects: Context-based boosting of object detection in indoor scenes",Pattern Recognition Letters, Volume 86, Issue 15, pp. 56-61, Jan. 2017,2017.01,


Youngjung Uh,Hyeran Byun,"Multi-view 3D reconstruction by random-searchand propagation with view-dependent patch maps",Multimedia Tools and Applications, Volume 75, Issue 23, pp.16597-16614,2016.06.21,

Hoseong Kim,Youngjung Uh, Seunghyun Ko, Hyeran Byun,"Weighing classes and streams: toward better methods for two-stream convolutional networks",Optical Engineering, 55(5), 053108,2016.05.23,


Sunyoung Cho,Hyeran Byun,"A Space-Time Graph Optimization Approach Based on Maximum Clique for Action Detection",IEEE Transactions on Circuits and Systems for Video Technology, Issue 99, pp.1-12,2015.04.17,


Guntae Bae,Sooyeong Kwak, Daeyong Park, Hyeran Byun,"Method to improve efficiency of human detection using scalemap",Electronics Letters,Volume 50, issue 4,pp.265-267,2014.02.27,


Sunyoung Cho,Sooyeong Kwak, Hyeran Byun,"Recognizing human-human interaction activities using visual and textual information",Pattern Recognition Letters, Vol. 34, Issue 15, pp.1840-1848,2013.11.01,

Daeyong Park,Hyeran Byun,"A unified approach to background adaptation and initialization in public scenes",Pattern Recognition, Volume 46, Issue 7, Pages 1985-1997,2013.07,

Guntae Bae,Sooyoung Kwak, Hyeran Byun,"Motion pattern analysis using partial trajectories for abnormal movement detection in crowded scenes",Electronics Letters,Volume 49, issue 3,pp.186- 187,2013.01.31,


Kwontaeg Choi,Kar-Ann Toh, Youngjung Uh, Hyeran Byun,"Service Oriented Architecture based Biometric using Random Features andIncremental Neural Networks",SOFT COMPUTING, Vol 16, Number 9, pp.1539-1553,2012.09.00,

Kwontaeg Choi,Tar-Ann Toh, Hyeran Byun,"Incremental face recognition for large-scale social network services",Pattern Recognition, Vol 45, Issue 8, pp.2868-2883,2012.08.00,

Sunyoung Cho,Hyeran Byun,"Dynamic curve color model for image matting",Pattern Recognition Letters, Vol. 33, Iss. 7, pp. 920-933,2012.05.01,

Hachon Sung,Guntae Bae, Sunyoung Cho, Hyrean Byun,"Interactive optimization of photocomposition with Gaussian mixture model on mobile platform",Optical Engineering, vol. 51, no. 1,2012.02.08,


Sunyoung Cho,Hyeran Byun,"Human activity recognition using overlapping multi-feature descriptor",Electronics Letters, Vol. 47, No. 23, pp. 1275-1276,2011.11.10,

Kwontaeg Choi,Kar-Ann Toh and Hyeran Byun,"An efficient incremental face annotation for large scale web services",Telecommunication Systems, Vol.47, Issue.3-4, pp.197-214, doi:10.1007/s11235-010-9312-4,2011.08.10,

Sooyeong Kwak,Hyeran Byun,"Detection of dominant flow and abnormal events in surveillancevideo",Optical Engineering, Vol.50, Issue 2 ; doi:10.1117/1.3542038,2011.02.11,

Kwontaeg Choi,Kar-Ann Toh and Hyeran Byun,"Realtime Training on Mobile Devices for Face Recognition Applications",Pattern Recognition, Vol. 44, No.2, pp.386-400, doi:10.1016/j.patcog.2010.08.009,2011.02.02,


Ilkwon Park,Hyeran Byun,"Depth map refinement using multiple patch-based depth image completion via local stereo warping",Optical Engineering, Vol. 49, No 7, 077003 (2010); doi:10.1117/1.3463013,2010.07.23,

Sooyeong Kwak,Guntae Bae, and Hyeran Byun,"Abandoned luggage detection using a finite state automaton in surveillance video",Optical Engineering, Vol. 49 No. 2, pp.?,2010.03.02,

Sooyeong Kwak,Guntae Bae, and Hyeran Byun,"Moving-object segmentation using a foreground history map",Journal of the Optical Society of America A, Vol. 27, No. 2, pp. 180-187,2010.01.19,


Jung-Ho Ahn,Cheolmin Choi, Sooyeong Kwak, Kilcheon Kim, Hyeran Byun,"Human Tracking and Silhouette Extraction for Human-Robot-Interaction Systems",Pattern Analysis and Applications, Vol. 12, No. 2, pp. 167-177,2009.06,


Sooyeong Kwak,ByeougChul Ko, Hyeran Byun,"Salient Human Detection for Robot Vision",Pattern Analysis and Applications, Vol. 10, Number 4. pp. 291-299,2007.10,


Yeojin Kim,Jung-Ho Ahn, Hyeran Byun,"Secure Authentication System that Generates Seed from Biometric Information",Applied Optics, Vol. 44, No. 5, pp 735-741,2005.02,

ByoungChul Ko,Hyeran Byun,"FRIP: A Region-based Image Retrieval Tool Using Automatic Image Segmentation and Stepwise Boolean AND Matching",IEEE Transactions on Multimedia, Vol. 7, No 1, pp 105 ? 113,2005.02,


SooYeong Kwak,ByoungChul Ko and Hyeran Byun,"Automatic Salient-object Extraction using the Contrast Map and Salient Points",PCM2004, Lecture Notes in Computer Science, Vol. 3332, pp.138-147,2004.11,

Jaepil Ko,Hyeran Byun,"Sequential Fusion of Output Coding Methods and Its Application to Face Recognition",IEICE Transactions Information and Systems, Special Issue on Machine Vision Applications, Vol. E87-D, No.1, pp. 121-128,2004.01,


Hyeran Byun,ByoungChul Ko,"Robust Face Detection and Tracking for Real-life Applications",International Journal of Pattern Recognition and Artificial Intelligence, Vol. 17. No. 6, pp. 1035-1055,2003.12.,

ByoungChul Ko,Hyeran Byun,"Extracting Salient Regions and Learning Importance Scores in Region-based Image Retrieval",International Journal of Pattern Recognition & Artificial Intelligence, Vol. 17, No. 8, pp 1349-1367,2003.12.,

Jaepil Ko,Hyeran Byun,"N-division Output Coding Method Applied to Face Recognition",Pattern Recognition Letters, Vol. 24, No. 16, pp. 3115-3123,2003.12.,

Kyunghee Lee,Hyeran Byun,"A New Face Authentication System for Memory-Constrained Devices",IEEE Transactions on Consumer Electronics, Vol. 49, No. 4, pp. 1214 - 1222,2003.11.,

Jaepil Ko,Hyeran Byun,"Multi-Class Support Vector Machines with Case-Based Combination for Face Recognition",Lecture Notes in Computer Science, Vol. 2756, pp. 623 - 629,2003.08.,

Jaepil Ko,Hyeran Byun,"Binary Classifier Fusion Based on the Basic Decomposition Methods",Lecture Notes in Computer Science, Vol. 2709, pp. 146-155,2003.07.,

Jaepil Ko,Hyeran Byun,"Combining SVM Classifiers for Multiclass Problem: Its Application to Face Recognition",Lecture Notes in Computer Science, Vol. 2688, pp. 531 - 539,2003.06.,

Hyeran Byun,Seong-Whan Lee,"A Survey on Pattern Recognition Applications of Support Vector Machines",Journal of Pattern Recognition and Artificial Intelligence, Vol. 17. No. 3, pp. 459-486,2003.05.,

Seonghoon Kang,Hyeran Byun, Seong-Whan Lee,"Real-time Pedestrian Detection Using Support Vector Machines",International Journal of Pattern Recognition and Artificial Intelligence, Vol. 17. No. 3, pp. 405-416,2003.05.,

Bon-Woo Hwang,Hyeran Byun, Myoung-Cheol Roh, Seong-Whan Lee,"Performance Evaluation of Face Recognition Algorithms on the Asian Face Database, KFDB",Lecture Notes in Computer Science,2003.,


ByoungChul Ko,Hyeran Byun,"Query-by-Gesture: An Alternative Content-Based Image Retrieval Query Scheme",Journal of Visual Languages and Computing, Vol. 13, No. 4, pp. 375-390,2002.08.,

Jaepil Ko,Eunju Kim, Heyran Byun,"Illumination Normalized Face Image for Face Recognition",Lecture Notes in Computer Science, Vol. 2396, pp. 654-663,2002.08.,

Jaepil Ko,Eunju Kim, Hyeran Byun,"A Simple Illumination Normalization Algorithm for Face Recognition",Lecture Notes in Computer Science, Vol. 2417, pp. 532-541,2002.08.,

Kyunghee Lee,Yongwha Chung, Hyeran Byun,"SVM-based face verification with feature set of small size",Electronics Letters, Vol. 38, No. 15, pp. 787 - 789,2002.07.,

Ji-Yeon Lee,Jeong-Seon Park, Hyeran Byun, Jongsub Moon and Seong-Whan Lee,"Automatic Generation of Structured Hyperdocuments from Document Images",Pattern Recognition, Vol. 35, No. 2, pp. 485-503,2002.02.,

Hyeran Byun,Myung-Cheol Roh, Kil-Cheon Kim, Yeong-Woo Choi, Seong-Whan Lee,"Scene Text Extraction in Complex Images",Lecture Notes in Computer Science, Vol. 2423, pp. 329-340,2002.,

Hyeran Byun,Inyoung Jang, Yeongwoo Choi,"Text Extraction in Digital News Video Using Morphology", Lecture Notes in Computer Science",Lecture Notes in Computer Science, Vol. 2423, pp. 341-352,2002.,

Seonghoon Kang,Hyeran Byun, Seong-Whan Lee,"Real-Time Pedestrian Detection Using Support Vector Machines",Lecture Notes in Computer Science, Vol. 2388, pp. 268-277,2002.,

Hyeran Byun,Seong-Whan Lee,"Applications of Support Vector Machines for Pattern Recognition: A Survey",Lecture Notes in Computer Science, Vol. 2388, pp. 213-236,2002.,

ByoungChul Ko,Hyeran Byun,"Multiple Regions and Their Spatial Relationship-based Image Retrieval",CIVR 2002, Lecture Notes in Computer Science, Vol. 2383, pp. 81-90,2002.,


Moonho Park,Heedong Ko, Hyeran Byun,"Blending Video with Synthetic Images Created from Matched Viewing Environments",Pattern Recognition, Vol. 34, No. 12, pp 2569-2572,2001.12.,

Kyunghee Lee,Yongwha Chung, Hyeran Byun,"Face Recognition Using Support Vector Machines with the Feature Set Extracted by Genetic Algorithms",Lecture Notes in Computer Science, Vol. 2091, pp. 32-37,2001.,

ByoungChul Ko,JingPeng, Hyeran Byun,"Region-Based Image Retrieval Using Probabilistic Feature Relevance Feedback",Pattern Analysis and Applications, Special Issue on Image Indexation. Vol. 4, pp. 174-184,2001.,


ByoungChul Ko,Haesung Lee, Hyeran Byun,"Flexible Subblocks for Visual Information Retrieval",Electronics Letters, Vol. 36, No. 1, pp. 24 - 25,2000.01.,

Hae-Sung Lee,Yongbum Cho, Hyeran Byun, Jisang Yoo,"An Image Enhancement Technique Based on Wavelets",Notes in Computer Science, Vol. 1811, pp 286-296,2000.,


Yongrock Yoon,Hyeran Byun, Yilbyung Lee, Jisang Yoo,"pplication of PVM: A New Parallel Implementation of Adaptive Stack Filtering Algorithm",Journal of Neural, Parallel and Scientific Computation, pp. 251-266,1998.,

Kwanyoung Lee,Hyeran Byun, Yillbyung Lee,"Korean Character Recognition based on Human-like Processing Network with Recognition-by-Generation",Journal of Neural, Parallel and Scientific Computation, pp. 229-250,1998.,


Kwanyong Lee,Hyeran Byun, Yillbyung Lee,"Robust Reconstruction of Damaged Character Images on the Form Documents",Lecture Notes in Computer Science, Vol. 1398, pp. 149-162,,1997.,