Publications

International

(* : corresponding author)

Conference

Jisu Kim, Alex Mattingly, Eung-joo Lee and Benjamin Riggan*, Enhancing Tiny Head Detection and Tracking with YOLOv8 Using Early Fusion Multi-Scale and Domain Adaptive Objective Funcsion, IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2025, Tampa, Florida, USA. (accepted)

Jisu Kim*, Oheun Kwon, Myeongsu Jeong, Daehyeok Gwon, Changsoo Moon, and Jaehoon Chung, Duty Cycle-based Efficient Management of Large-Volume SMD Storage Tower Line Using Deep Learning, 2nd International Conference of Next Generation Convergence Technology(ICNGCT) 2023, Clark, Philippines.

Jisu Kim and Song-yul Choe*, Development of algorithms for vision inspection systems for module lines using Artificial Intelligence, International Conference on Innovation Convergence Technology(ICICT) 2021, Jeju, Korea. (online)

Geonwoo Kim, Jisu Kim and Deokwoo Lee*, Computational Complexity of View Synthesis with the Number of Selected Images using Array Cameras, 2020 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia), Seoul, Korea. (poster)

Jisu Kim and Deokwoo Lee*, Action Recognition using Pose Estimation with an Artificial 3D Coordinates and CNN, Electronic Imaging (EI) 2020, Burlingame, California, USA. (oral)

Jisu Kim and Deokwoo Lee*, Improvement of a Speed for View Synthesis with Robust Feature Detection, International Conference on Algorithms, Machine Learning and Signal Processing Singapore (AMLSP) 2019, Nanyang Technological University, Singapore. (oral)

Jisu Kim, Cheolhyeong Park, Juo Kim and Deokwoo Lee*, Occlusion handled block-based stereo matching with image segmentation, International Conference on Signal Image Processing and Multimedia (SIPM) 2019, Sydney, Australia. (oral)

Suyeol Kim, Chaehwan Hwang and Jisu Kim, Cheolhyeong Park and Deokwoo Lee*, Similarity based Classification and Detection of Respiratory Status in Frequency Domain, International Conference on Signal Image Processing and Multimedia (SIPM) 2019, Sydney, Australia.

Cheolhyeong Park, Jisu Kim and Deokwoo Lee*, Geometric Deep Learned Feature Classification Based Camera Calibration, International Conference on Signal Image Processing and Multimedia (SIPM) 2019, Sydney, Australia.

Journal

Deokwoo Lee and Jisu Kim*, ResNet Skip-Connection Knowledge Distillation with Efficient Channel Attention, Journal of Applied Intelligence, 2025 (submitted).

Jisu Kim and Deokwoo Lee*, Activity Recognition with Combination of Deeply Learned Visual Attention and Pose Estimation, Applied Science, Vol. 11, pp. 1-18, 2021 (SCIE).

Domestic (Korean)

Conference

Wooyun Cho, Jisu Kim and Jinwook Kwon, Study on The Application of Deep Neural Network Model For Similarity Measurement of Garden Design, Spring Annual Conference of Korea Multimedia Society, May 19, 2023, Suncheon.

Jisu Kim, Oheun Kwon, Myeongsu Jeong, Changsoo Moon and Jaehoon Chung*, Duty Cycle-Based SMD Storage Efficiency Management Using Deep Learning, Autumn Annual Conference of Institute of Embedded Engineering of Korea, Nov 3, 2022, Jeju.

Jisu Kim*, Myeongsu Jeong, Oheun Kwon and Changsoo Moon, Remote Control System For Self-driving Car, Spring Annual Conference of Korea Multimedia Society, May 19, 2022, Busan.

Jieun Kim, Jisu Kim and Deokwoo Lee*, Facial Expression Recognition using Deep Neural Network with Face Alignment Network, Autumn Annual Conference of IEIE, Vol. 44, No. 2, pp. 372-373, Nov 26, 2021, Incheon.

Jisu Kim, Jieun Kim and Deokwoo Lee*, Efficient Sampling based Camera Calibration using LSTM, Autumn Annual Conference of IEIE, Vol. 44, No. 2, pp. 374-376, Nov 26, 2021, Incheon.

Jisu Kim and Song-yul Choe*, Development of algorithms for vision inspection systems for module lines using Artificial Intelligence, Autumn Annual Conference of The Korean Society of Automotive Engineers(KSAE) 2020, Daegu, Korea. (online)

Inseung Jeong, Jaehoon Choi, Jisu Kim and Deokwoo Lee*, Fusion and Registration between Depthmap and RGB image using Lidar sensor and a camera, Proceedings of Symposium of the Korean Institute of communications and Information Sciences, pp. 758-759, 2020.

Geonwoo Kim, Jaehoon Choi, Jisu Kim and Deokwoo Lee*, Mesh Generation and Texture Mapping Using Binocular Images from Multiple-View Cameras, Proceedings of Symposium of the Korean Institute of communications and Information Sciences, pp. 751-753, 2020.

Byeongchan Oh, Yeonjoo Choi, Bonggi Choi, Jisu Kim, Oheun Kwon, Deokwoo Lee, Heejin Kwak, Jeongho Jang, Seonghoon Lee, Sieun Yang and Sungyul Kim*, A study on how to improve the performance of AI-based SMP prediction algorithm, Autumn Annual Conference of Korea Institute of Electrical Engineers(KIEE), Nov. 2019, Ansan-si, Gyeonggi-do.

Jisu Kim, Oheun Kwon, Heejin Kwak, Seonghoon Lee, Jeongho Jang, Sieun Yang, Woongchan Hwang and Deokwoo Lee*, LSTM based intelligent forecasting power load and SMP, Autumn Annual Conference of Korea Institute of Electrical Engineers(KIEE), Nov. 2019, Ansan-si, Gyeonggi-do.

Jisu Kim, Jaehoon Choi and Deokwoo Lee*, Homograhy based Image Synthesis using Multiple Camera, Conference on Information and Control Systems, Oct. 2019, Gyeongju-si, Gyeongsangbuk-do.

Cheolhyeong Park, Jisu Kim, Juo Kim and Deokwoo Lee*, Application to Camera Calibration using Learning Based Corner and Edge Detection, Autumn Annual Conference of IEIE, pp. 395-397, Nov. 2018.

Juo Kim, Jisu Kim, Cheolhyeong Park and Deokwoo Lee*, Polygon-shaped Filters for analysis of Images in Frequency Domain, Autumn Annual Conference of IEIE, pp. 524-526, 2018.

Taehee Kwon, Jisu Kim, Jiyun Kim, Minkang Jin, Jungwon Heo and Dongkwon Hong*, Development of Smartband for Psychological analysis and diagnosis of a companion dog based on the Internet of Things, Korea Software Congress, pp. 1,817-1,819, 2018.

Taehee Kwon, Jisu Kim, Jiyun Kim, Minkang Jin, Jungwon Heo and Dongkwon Hong*, Psychological analysis and diagnosis of a companion dog based on the Internet of Things, Korea Software Congress, pp. 1,848-1,850, 2017.

Journal

정유선, 김지수, 이덕우*, 스테레오 매칭 알고리즘 성능 비교 연구:BM, SGBM, ELAS의 비교, 한국산학기술학회논문지(JKAIS), Vol. 25, No. 11, pp. 667-673, 2024 (KCI).

Jisu Kim, Cheolhyeong Park and Deokwoo Lee*, Block-based Stereo Matching Using Image Segmentation, The Journal of Korean Institute of Communications and Information Sciences, Vol. 44, No. 7, pp. 1402-1410, July 2019 (KCI).

Deokwoo Lee*, Jisu Kim and Cheolhyeong Park, Concepts of System Function and Modulation-Demodulation based Reconstruction of a 3D Object Coordinates using Active Method, Journal of the Korea Academia-Industrial cooperation Society, Vol. 20, No. 5, pp. 530-537, May. 2019 (KCI).

JuO Kim, Jisu Kim, Cheolhyeong Park and Deokwoo Lee*, Polygon-shaped Filters in Frequency Domain for Practical Filtering of Images, Journal of the Korea Academia-Industrial cooperation Society, Vol. 20, No. 3, pp. 1-7, 2019 (KCI).