Jongkwang Hong,Bora Cho, Yong Won Hong, Hyeran Byun,"Contextual Action Cues from Camera Sensor for Multi-Stream Action Recognition",Sensors 2019, 19(6), 1382;,2019.03.20,

Jongkwang Hong,Jianlong Fu, Youngjung Uh, Tao Mei, Hyeran Byun,"Exploiting Hierarchical Visual Features for Visual Question Answering",Neurocomputing,2019.00.00,


Hoseong Kim,Tao Mei, Hyeran Byun, and Ting Yao,"Exploiting Web Images for Video Highlight Detection with Triplet Deep Ranking",IEEE Transactions on Multimedia ( Volume: 20, Issue: 9, Sept. 2018 ), DOI: 10.1109/TMM.2018.2806224,2018.02.14,


Hongjo Kim,Hyoungkwan Kim, Yongwon Hong, Hyeran Byun,"Detecting Construction Equipment Using a Region-Based Fully Convolutional Network and Transfer Learning",Journal of Computing in Civil Engineering 32.2 (2017): 04017082.,2017.12.07,

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,

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.,