Hyeon Cho (조현)
Ph.D Candidate
Computer Vision & Pattern Recognition Lab (Ajou CVPR Lab.)
Department of Computer Engineering
Ajou University
Room 913-2, Paldal
206, World cup-ro, Yeongtong-gu, Suwon, Republic of Korea
Phone : +82 10 2282 0543
Email : ch0104@ajou.ac.kr
github: https://github.com/hyeon-jo
Education
Ajou University
Suwon, Republic of Korea
Ph.D. student, Software and Computer Engineering , March 2018 -
Ajou University
Suwon, Republic of Korea
B.S., Software and Computer Engineering , March 2012 - Feb 2018
Publication
Journal
Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a Video [Link]
Hyeon Cho, Taehoon Kim, Hyung jin Chang, Wonjun Hwang IEEE Access, Vol. 9, pp. 79562-97571, May 2021Sequential Image-based Attention Network for Inferring Force Estimation without Haptic Sensor [Link]
Hochul Shin, Hyeon Cho, Dongyi Kim, Dae-kwan Ko, Soo-chul Lim, Wonjun Hwang IEEE Access, Vol. 7, pp. 150237-150246, Oct. 2019An Efficient Three-dimensional Convolutional Neural Network for Inferring Physical Interaction Force from Video [Link]
Dongyi Kim, Hyeon Cho, Hochul Shin, Soo-Chul Lim, Wonjun Hwang Sensors, Vol. 19, No. 16, pp. 3579, Aug. 2019International Conference
itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection (Acceptance rate: 25.78%)
Hyeon Cho, Junyong Choi, Geonwoo Baek, Wonjun Hwang IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2023Which LSTM Type is Better for Interaction Force Estimation?
Hyeon Cho, HyungHo Kim, Dae-kwan Ko, Soo-Chul Lim, Wonjun Hwang 7th International Conference on Robot Intelligence Technology and Applications (RiTA), pp. 61-66, Nov. 20192D Barcode Detection using Images for Drone-assisted Inventory Management
Hyeon Cho, Dongyi Kim, Junho Park, Kyungshik Roh, Wonjun Hwang2018 15th International Conference on Ubiquitous Robots (UR), Hawaii, US, pp. 467-471 , Jun. 2018HeartQuake: Accurate Low-Cost Non-Invasive ECG Monitoring Using Bed-Mounted Geophones [Link] (received Distinguished paper Award)
Jaeyeon Park, Hyeon Cho, Rajesh K. Balan, JeongGil Ko.ACM IMWUT / ACM Ubicomp 2020, Vol. 4 (3), pp. 1-28, Sep. 2020Poster: Deep ECG Wave Estimation Model with Seismograph Sensor
Jaeyeon Park. Hyeon Cho, Wonjun Hwang, Rajesh K. Balan, Jeonggil Ko Proceedings of the 17th Annual Int'l Conf. on Mobile Systems, Applications, and Services (MobiSys), pp. 568-569, Jun. 2019D-ALICE: Domain Adaptation-based Labeling the human In Cartoon imagE
HyungHo Kim, Hyeon Cho, Ouk Choi, Wonjun Hwang7th International Conference on Robot Intelligence Technology and Applications (RiTA), pp. 78-82, Nov. 2019Domestic Conference
3D Object Detection을 위한 Interchange Transfer 기반 Knowledge Distillation (우수논문상 은상)
조현, 백건우, 최준용, 황원준2023 제 35회 영상처리 및 이해에 관한 워크샵 (IPIU)선택적 탐색과 SVM을 이용한 바코드 위치 인식
조현, 김동이, 황원준2018 제 30회 영상처리 및 이해에 관한 워크샵 (IPIU)Semi-Supervised Classification using Self-Supervised Technique
김태훈, 조현, 황원준2020 제 32회 영상처리 및 이해에 관한 워크샵 (IPIU)분할모델 성능향상을 위한 Segmentation-consistent GAN
김형호, 조현, 강지은, 최욱, 황원준2020 제 32회 영상처리 및 이해에 관한 워크샵 (IPIU)딥러닝 기반 동영상 장면 분류 기법
강상연, 조현, 황원준2018 한국통신학회 추계학술대회Projects
Development of Cloud based Autonomous Driving AI learning Software, IITP, 2021.04. - 2023.08.
Deep Learning-based Action Recognition using Self-supervised Learning, NRF, 2020.03. - 2021.03.
Interaction force estimation for representation of physical senses based on image , Samsung Electronics, 2019.01. - 2020.08.
Application Technology of Disaster Response Artificial Intelligence based on MR-IoT Convergence, ITRC, 2018.06. - 2021.12.
Development of technology for scene classification , Samsung Electronics, 2018.03. - 2018.12.