Hyeon Cho (조현)

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]

Sequential Image-based Attention Network for Inferring Force Estimation without Haptic Sensor [Link]

An Efficient Three-dimensional Convolutional Neural Network for Inferring Physical Interaction Force from Video [Link]

International Conference

itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection (Acceptance rate: 25.78%)

Which LSTM Type is Better for Interaction Force Estimation? 

2D Barcode Detection using Images for Drone-assisted Inventory Management

HeartQuake: Accurate Low-Cost Non-Invasive ECG Monitoring Using Bed-Mounted Geophones [Link]  (received Distinguished paper Award)

Poster: Deep ECG Wave Estimation Model with Seismograph Sensor 

D-ALICE: Domain Adaptation-based Labeling the human In Cartoon imagE 

Domestic Conference

3D Object Detection을 위한 Interchange Transfer 기반 Knowledge Distillation (우수논문상 은상)

선택적 탐색과 SVM을 이용한 바코드 위치 인식

Semi-Supervised Classification using Self-Supervised Technique

분할모델 성능향상을 위한 Segmentation-consistent GAN

딥러닝 기반 동영상 장면 분류 기법

Projects

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.