Publications

Journals

• Youngsup Park, Yangmi Lim, and Dongwann Kang, “Framing the Sequence: Genre-Aligned Photo Curation via Shot-Scale Embedding”, Electronics 14, no. 17: 3434, August 2025, https://doi.org/10.3390/electronics14173434
• Mika Anttonen and Dongwann Kang, “VR-based annotation assistance system for volumetric medical image segmentation,” KSII Transactions on Internet and Information Systems, Vol. 19, No. 4, April 2025, https://doi.org/10.3837/tiis.2025.04.008
• Balraj Singh, Alireza Sepahvand, Parveen Sihag, Karan Singh, Chander Prabha, Anindya Nag, Md. Mehedi Hassan, S. Vimal, and Dongwann Kang, “Development of Soft Computing-Based Models for Forecasting Water Quality Index of Lorestan Province, Iran,” Scientific Reports, Vol. 14, 25980, October 2024, https://doi.org/10.1038/s41598-024-76894-w
• Mika Anttonen and Dongwann Kang, “A Survey on VR-Based Annotation of Medical Images,” Journal of Information Processing Systems, Vol.20 No.4 pp.418-431, August 2024, https://doi.org/10.3745/JIPS.04.0288
• S. Pradeepa, Elizabeth Jomy, S. Vimal, Md. Mehedi Hassan, Gaurav Dhiman, Asif Karim, and Dongwann Kang, “HGATT_LR: transforming review text classification with hypergraphs attention layer and logistic regression,” Scientific Reports, Vol. 14, 19614, August 2024, https://doi.org/10.1038/s41598-024-70565-6
• Bart Dikmans and Dongwann Kang, “A brief survey into the field of automatic image dataset generation through web scraping and query expansion,” Journal of Information Processing Systems, Vol.19 No.5 pp.602-613, October 2023, https://doi.org/10.3745/JIPS.04.0288
• Anam Moin, Farhan Aadil, Zeeshan Ali, and Dongwann Kang, “Emotion Recognition Framework Using Multiple Modalities for an Effective Human-Computer Interaction,” Journal of Supercomputing, Vol.79, No.8, pp.9320-9349, May 2023, https://doi.org/10.1007/s11227-022-05026-w
• Dongwann Kang, “Recent Research Trends of CAVE-based Virtual Reality,” Journal of Digital Art Engineering & Multimedia, Vol.10, No.1, pp.41-49, February 2023, https://doi.org/10.29056/jdaem.2023.03.04
• Dongwann Kang, “Detection of pine wilt disease using Orthophoto taken unmanned aerial vehicle,” Journal of Next-generation Convergence Information Services Technology, Vol.12, No.1, pp.75-84, February 2023, https://doi.org/10.29056/jncist.2023.02.08
• Dongwann Kang, Taemin Lee, Yong-Hyeon Shin, and Sanghyun Seo, “Video-based Stained Glass,” KSII Transactions on Internet and Information Systems, Vol. 16, No. 7, pp 2345-2358, July 2022, https://doi.org/10.3837/tiis.2022.07.012
• Dongwann Kang and Sanghyun Seo, “Mosaic Stylization Using Andamento,” Human-centric Computing and Information Sciences, Vol. 12, Article number: 09, February 2022, https://doi.org/10.22967/HCIS.2022.12.009
• Dongwann Kang, “Recent Research Trends of UAV-Based Forest Pests and Disease Detection,” Journal of Next-generation Convergence Information Services Technology, Vol.10, No.5, pp.583-591, October 2021, https://doi.org/10.29056/jncist.2021.10.10
• Taemin Lee, Dongwann Kang, Kyunghyun Yoon, and Sanghyun Seo, “Emotion-Based Painting Image Display System,” Intelligent Automation & Soft Computing, Vol. 26, No. 1, pp.181-192, March 2020, https://doi.org/10.31209/2019.100000139
• Jongin Choe, Jung-Hyun Lee, Dongwann Kang, and Sanghyun Seo, “AR based Beverage Information Visualization and Sharing System using Deep Learning,” Journal of Digital Contents Society, Vol. 21, No. 2, pp 445-452, March 2020, https://doi.org/10.9728/dcs.2020.21.3.445
• Seungmin Rho and Dongwann Kang, “Introduction to the special issue on advances in multimedia and educational technology,” New Review of Hypermedia and Multimedia, Vol.25, No.3, pp.87-88, February 2020, https://doi.org/10.1080/13614568.2019.1706244
• Dongwann Kang and Yang-mi Lim, “Generating Extreme Close-up Shot Dataset Based On ROI Detection For Classifying Shots Using Artificial Neural Network,” Journal of Broadcast Engineering, Vol. 24, Issue 6, pp.983-991, November 2019, https://doi.org/10.5909/JBE.2019.24.6.983
• Mucheol Kim, Dongwann Kang, and Namyeon Lee, “Feature Extraction From Oriental Painting for Wellness Contents Recommendation Services,” IEEE Access, Vol. 7, pp 59263-59270, April 2019, https://doi.org/10.1109/ACCESS.2019.2910135
• Dongwann Kang and Sanghyun Seo, “Personalized smart home audio system with automatic music selection based on emotion,” Multimedia Tools and Applications, Vol. 78, Issue 3, pp 3267–3276, February 2019, https://doi.org/10.1007/s11042-018-6733-7
• Sanghyun Seo, Dongwann Kang, and Sangoh Park, “Real-Time Adaptable and Coherent Rendering for Outdoor Augmented Reality,” EURASIP Journal of Image and Video Processing, 2018:118, November 2018, https://doi.org/10.1186/s13640-018-0357-8
• Dongwann Kang and Sanghyun Seo, “Photo collage-based photograph display system on mobile computing platform,” The Journal of Supercomputing, Vol. 74, Issue 8, pp 3841-3854, August 2018, https://doi.org/10.1007/s11227-017-2077-8
• Dongwann Kang, Sanggeun Kim, and Sangoh Park, “Flow-guided hair removal for automated skin lesion identification,” Multimedia Tools and Applications, Vol. 77, Issue 8, pp 9897-9908, April 2018, https://doi.org/10.1007/s11042-018-5672-7
• Dongwann Kang, Hyounoh Shim, and Kyunghyun Yoon, “A method for extracting emotion using colors comprise the painting image,” Multimedia Tools and Applications, Vol. 77, Issue 4, pp 4985-5002, February 2018, https://doi.org/10.1007/s11042-017-4667-0
• Dongwann Kang, Feng Tian, and Sanghyun Seo, “Perceptually inspired real-time artistic style transfer for video stream,” Journal of Real-Time Image Processing, Vol. 13, Issue 3, pp 581-589, September 2017, https://doi.org/10.1007/s11554-016-0612-0
• Dongwann Kang, Feng Tian, and Reza Sahandi, “Interactive illustration of collage for children with folktale e-book,” Journal of Visualization, Vol. 20, Issue 3, pp 639-650, August 2017, https://doi.org/10.1007/s12650-016-0403-5

Conferences

• Youngsup Park and Dongwann Kang, “Keyword-based Photo Style Transfer using Semantic and Structural Image Retrieval,” The 2024 International Workshop on Computer Image and its Applications, August 2024
• Dongha Jeong and Dongwann Kang, “Advanced Detection of Pine Wilt Disease Using Unmanned Aerial Vehicles and Object Detection with Transformer,” The 2023 International Workshop on Computer Image and its Applications, August 2023
• Hyogeun Kim, Eunsoo Ko, and Dongwann Kang, “Towards Interactive Group Experiences in Virtual Reality: A Novel User Tracking Framework in the CAVE,” The 2023 International Workshop on Computer Image and its Applications, August 2023
• Dongha Jeong and Dongwann Kang, “Vision-based pedestrian detection on planar surface,” Next-generation Convergence Information Services Society Conferences 2022, December 2022
• Mika Anttonen and Dongwann Kang, “Volume image annotation in VR environment,” Next-generation Convergence Information Services Society Conferences 2022, December 2022
• Dongwann Kang and Yang-mi Lim, “Generating Curated Photo Collection using Shot Type Pattern,” 2022 13th International Conference on Information and Communication Technology Convergence, October 2022, https://doi.org/10.1109/ICTC55196.2022.9952737
• Hyogeun Kim, Dongha Jeong, Sukyoung Jung, and Dongwann Kang, “Image Relighting Based on Normal and Albedo Maps Prediction,” The 2022 International Workshop on Computer Image and its Applications, August 2022
• Dongwann Kang, Sanghyun Seo, and Yang-mi Lim, “Automated Photo Curation based on Cinematographic Shot Pattern,” The 16th MUE International Conference on Multimedia and Ubiquitous Engineering, April 2022
• Dongwann Kang, “A Brief Survey of Machine Learning Based Approaches for Forest Disease Prediction,” The 2021 International Workshop on Computer Image and its Applications, August 2021
• Anam Moin, Wajiha Ilyas, Muazzam Maqsood, Irfan Mehmood, and Dongwann Kang, “An Efficient Method for Emotion Recognition Using Machine Learning Techniques,” The 23rd International Conference on Artificial Intelligence, July 2021
• Taemin Lee, Nahyuk Lee, Sanghyun Seo, and Dongwann Kang, “A Study on the Prediction of Emotion from Image by Time-flow depend on Color Analysis,” 2020 International Conference on Computational Science and Computational Intelligence, December 2020, https://doi.org/10.1109/CSCI51800.2020.00141
• K. Lakshminarayanan, Y. Harold Robinson, S. Vimal, and Dongwann Kang, “A Hybrid Deep Learning Approach for Detecting and Classifying Breast Cancer using Mammogram Images,” The 22rd International Conference on Artificial Intelligence, July 2020

Patents

• Apparatus and Method for Converting Style of Images, 1027478850000, December 2024
• Electronic Apparatus and Method of Operation for Redirected Walking in XR CAVE Virtual Environment, 1020240187255 (Appl. No.), December 2024
• Image Conversion Apparatus and Method Thereof, 1025586430000, July 2023
• Image Converting Apparatus and Image Converting Method using the Same, 1025397460000, May 2023
• Apparatus and Method for Converting Style of Images. PCT/KR2023/003506, March 2023
• Apparatus and Method for Crowd Walking in XR CAVE Virtual Environment, 1020220170715 (Appl. No.), December 2022
• Method and System for Building Unmanned Aerial Vehicle Imagery Dataset for Learning Forest Pest Detection Neural Network Model, 1020220170713 (Appl. No.), December 2022
• Method and System for Acquiring Unmanned Aerial Vehicle Imagery Dataset for Learning Forest Pest Detection Neural Network Model, 1020220170711 (Appl. No.), December 2022
• Detecting System for Forest Disease Using Unmanned Aerial Vehicle, 1020210153312 (Appl. No.), November 2021
• System For Creating Video Using Change Pattern of Shot, 1022627020000, June 2021
• Apparatus and Method for Generating Colored Paper Mosaic Image using Edge Information, 1017659180000, August 2017
• An Apparatus and Method for Generating a Tile Mosaic Image using Edge Information, 1017534010000, June 2017