Publication

International Journal

2021

  • Jewook Lee, Hoseong Kim, Hyeran Byun, "Sequence Feature Generation with Temporal Unrolling Network for Zero-Shot Action Recognition", Neurocomputing, doi:10.1016/j.neucom.2021.03.070, 2021.03.
  • Minsong Ki, Youngjung Uh, Wonyoung Lee, Hyeran Byun, "Contrastive and Consistent Feature Learning for Weakly Supervised Object Localization and Semantic Segmentation", Neurocomputing, doi:10.1016/j.neucom.2021.03.023, 2021.03.
  • Taehung Kim, Hoseong Kim, Hyeran Byun, "Localization-Aware Adaptive Pairwise Margin Loss for Fine-Grained Image Recognition", IEEE Access, doi:10.1109/ACCESS.2021.3049305, 2021.02.
  • Hoseong Kim, Jewook Lee, Hyeran Byun, "Zero-Shot Learning with Self-Supervision by Shuffling Semantic Embeddings", Neurocomputing, doi:10.1016/j.neucom.2021.01.037, 2021.01.
  • Kibeom Hong, YoungjungUh, Hyeran Byun, "ArrowGAN : Learning to Generate Videos by Learning Arrow of Time", Neurocomputing, https://doi.org/10.1016/j.neucom.2021.01.043, 2021.01.

2020

  • Sungho Park, Sunhee Hwang, Jongkwang Hong, Hyeran Byun, "Fair-VQA : Fairness-aware Visual Question Answering through Sensitive Attribute Prediction", IEEE Access, doi:10.1109/ACCESS.2020.3041503, 2020.12.
  • Taehung Kim, Kibeom Hong, Hyeran Byun, "The Feature Generator of Hard Negative Samples for Fine-Grained Image Recognition", Neurocomputing, doi:10.1016/j.neucom.2020.10.032, 2020.10.
  • Hoseong Kim, Jewook Lee, Hyeran Byun, "Unseen Image Generating Domain-Free Networks for Generalized Zero-Shot Learning", Neurocomputing, doi:10.1016/j.neucom.2020.05.043, 2020.05.
  • Jongkwang Hong, Sungho Park, Hyeran Byun, "Selective Residual Learning for Visual Question Answering", Neurocomputing, doi:10.1016/j.neucom.2020.03.098, 2020.05.

2019

  • Sunhee Hwang, Kibeom Hong, Guiyoung Son, Hyeran Byun, "Learning CNN features from DE features for EEG-based emotion recognition", Pattern Analysis and Applications, doi:10.1007/s10044-019-00860-w, 2019.12.
  • Jongkwang Hong, Jianlong Fu, Youngjung Uh, Tao Mei, Hyeran Byun, "Exploiting Hierarchical Visual Features for Visual Question Answering", Neurocomputing, doi:10.1016/j.neucom.2019.03.035, 2019.07.
  • 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; doi:10.3390/s19061382, 2019.03.

2018

  • Hoseong Kim, Tao Mei, Hyeran Byun, 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, 2018.02.

2017

  • 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, 2017.12.
  • 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, 2017.03.
  • 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, 2017.01.

2016

  • 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.
  • 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, 2016.05.

2015

  • 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.

2014

  • 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, 2014.02.

2013

  • 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, 2013.11.
  • 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, 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, 2013.01.

2012

  • 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.
  • 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.
  • Sunyoung Cho, Hyeran Byun, "Dynamic curve color model for image matting", Pattern Recognition Letters, Vol. 33, Iss. 7, pp. 920-933,2012.05.01, 2012.05.
  • 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.

2011

  • Sunyoung Cho, Hyeran Byun, "Human activity recognition using overlapping multi-feature descriptor", Electronics Letters, Vol. 47, No. 23, pp. 1275-1276,2011.11.10, 2011.11.
  • Kwontaeg Choi, Kar-Ann Toh, 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.
  • 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.
  • Kwontaeg Choi, Kar-Ann Toh, 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.

2010

  • 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.
  • Sooyeong Kwak, Guntae Bae, Hyeran Byun, "Abandoned luggage detection using a finite state automaton in surveillance video", Optical Engineering, Vol. 49 No. 2, pp.?, 2010.03.
  • Sooyeong Kwak, Guntae Bae, 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.

2009

  • 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.

2007

  • 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.

2005

  • 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.

2004

  • SooYeong Kwak, ByoungChul Ko, 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.

2003

  • 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, 2003.01.

2002

  • 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, 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, 2002.01.
  • Hyeran Byun, Inyoung Jang, Yeongwoo Choi, "Text Extraction in Digital News Video Using Morphology", Lecture Notes in Computer Science, Vol. 2423, pp. 341-352, 2002.01.
  • 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, 2002.01.
  • 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, 2002.01.
  • 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, 2002.01.

2001

  • 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, 2001.01.
  • 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, 2001.01.

2000

  • 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, 2000.01.

1998

  • 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, 1998.01.
  • 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, 1998.01.

1997

  • 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,, 1997.01.