Publications

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/10.3745/10.1007/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, Springer, 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, Springer, 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, Springer, 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, Springer, 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, Springer, 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, Springer, 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, Springer, Vol. 20, Issue 3, pp 639-650, August 2017, https://doi.org/10.1007/s12650-016-0403-5

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

Apparatus and Method for Redirected Walking in XR CAVE Virtual Environment. 1020230189460 (Appl. No.), December 2023

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 Converting Style of Images. 1020230034342 (Appl. No.), 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