Publication
International Journal/ Conference
2024
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
MyeongAh Cho, Taeoh Kim, Minho Shim, Dongyoon Wee, Sangyoun Lee
The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Dec. 2024
Fast Video Anomaly Detection via Context-Aware Shortcut Exploration and Abnormal Feature Distance Learning
Chaewon Park, Donghyeong Kim, MyeongAh Cho, Minjung Kim, Minseok Lee, Sangyoun Lee
ELSEVIER Pattern Recognition (PR), Aug. 2024 (IF: 7.5)
Fine-structured Learning for Semantic Map Representation
GiHyeon Kim, Donghyeong Kim, Hyeonjeong Lim, MyeongAh Cho
IEEE/IEIE International Conference on Consumer Electronics Asia (ICCE-Asia 2024), Oct. 2024
Normal-Adaptive Memory Module for Unsupervised Domain Adaptation in Weakly-supervised Video Anomaly Detection
Taeyeong Kim*, YoungBin Kim*, Donghyeong Kim, Hyeonjeong Lim, MyeongAh Cho
IEEE/IEIE International Conference on Consumer Electronics Asia (ICCE-Asia 2024), Oct. 2024
2023
Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning
MyeongAh Cho, Minjung Kim, Sangwon Hwang, Chaewon Park, Kyungjae Lee, Sangyoun Lee
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), Jun. 2023
Object-Oriented Cutout Data Augmentation for Tiny Object Detection
Sunhyuk Yim, MyeongAh Cho, Sangyoun Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2023), Jun. 2023
Feature Disentanglement Learning with Switching and Aggregation for Video-based Person Re-Identification
Minjung Kim, MyeongAh Cho, Sangyoun Lee
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Jan. 2023
2022
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss
Chaewon Park*, Minhyeok Lee*, MyeongAh Cho, Sangyoun Lee
IEEE International Conference on Image Processing (ICIP 2022), Oct. 2022
Frame-to-frame Visual Odometry Estimation Network with Error Relaxation Method
Sangwon Hwang, MyeongAh Cho, Yuseok Ban, Kyungjae Lee
IEEE Access, Oct. 2022 (IF: 3.48)
SSAT: Self-Supervised Associating Network for Multi-Object Tracking
Tae-young Chung, MyeongAh Cho, Heansung Lee, Sangyoun Lee
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Jun. 2022 (IF: 5.86)
Occluded Person Re-Identification via Relational Adaptive Feature Correction Learning
Minjung Kim, MyeongAh Cho, Heansung Lee, Suhwan Cho, Sangyoun Lee
IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP 2022), May. 2022
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features
MyeongAh Cho, Taeoh Kim, Woo Jin Kim, Suhwan Cho, Sangyoun Lee
ELSEVIER Pattern Recognition (PR), Apr. 2022 (IF: 8.52)
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation
Chaewon Park, MyeongAh Cho, Minhyeok Lee, Sangyoun Lee
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2022), Jan. 2022
2021
A NIR-to-VIS Face Recognition via Part Adaptive and Relation Attention Module
Rushuang Xu, MyeongAh Cho, Sangyoun Lee
IEEE International Conference on Image Processing (ICIP 2021), Sep. 2021
Relational Deep Feature Learning for Heterogeneous Face Recognition
MyeongAh Cho, Taeoh Kim, Ig-Jae Kim, Kyungjae Lee, and Sangyoun Lee
IEEE Transactions on Information Forensics and Security (TIFS), Jul. 2020 (IF: 7.18)
2020
CRVOS: Clue Refining Network for Video Object Segmentation
Suhwan Cho, MyeongAh Cho, Tae-young Chung, Heansung Lee, Sangyoun Lee
IEEE International Conference on Image Processing (ICIP 2020), Oct. 2020
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition
Taeoh Kim*, Hyeongmin Lee*, MyeongAh Cho*, Hoseong Lee, Dong Heon Cho, Sangyoun Lee
European Conference on Computer Vision Workshop (ECCVW 2020), Aug. 2020
2019
N-RPN: Hard Example Learning for Region Proposal Networks
MyeongAh Cho, Tae-young Chung, Hyeongmin Lee, Sangyoun Lee
IEEE International Conference on Image Processing (ICIP 2019), Sep. 2019
NIR-to-VIS Face Recognition via Embedding Relations and Coordinates of the Pairwise Features
MyeongAh Cho, Tae-young Chung, Taeoh Kim, Sangyoun Lee
IAPR International Conference on Biometrics (ICB 2019), Jun. 2019
Online Adaptation for Siamese-based Visual Object Tracking
Heansung Lee, MyeongAh Cho, Tae-young Chung, Sangyoun Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2019), Jun. 2019
Domestic Journal/ Conference
2024
Long-Term Embedding Vector Memory for Robust Object-Goal Navigation
GiHyun Kim, WonGyu Lee, MyeongAh Cho
KIISE Korea Computer Congress (KCC 2024), June 2024
STGCN Module Analysis for Emotion Recognition via Gait Analysis
Hoyoon Choi, MyeongAh Cho
KIISE Korea Computer Congress (KCC 2024), June 2024
Combining Plastic Texture Data Augmentation Techniques for Reverse Vending Machine System
JaeHyeok Lee, SeongJoon Yoon, MyeongAh Cho
KIISE Korea Computer Congress (KCC 2024), June 2024
1D CNN and LSTM : A Comparative Study of Gesture Recognition Performance
Wooil Lee, Junseok Yang, MyeongAh Cho
KIISE Korea Computer Congress (KCC 2024), June 2024
Enhancing Edge via RANSAC Method for Semantic Segmentation
JangHyun Cho, MyeongAh Cho
KIISE Korea Computer Congress (KCC 2024), June 2024
2023
Adaptively Focusing and Selecting Layer for image-to-image Prompt Generation
Hyunjin Kim, Minsoo Kim, MyeongAh Cho
KIISE Korea Software Congress (KSC 2023), Dec. 2023
Object-Centric Clustering Analysis Method for Indoor Space Type Classification
Minsoo Kim, Hyunjin Kim, MyeongAh Cho
KIISE Korea Software Congress (KSC 2023), Dec. 2023
2021
Patch Rotation Task Combined Autoencoder for Abnormal Event Detction
Chaewon Park, MyeongAh Cho, Minhyeok Lee, Sangyoun Lee
Summer Annual Conference of IEIE, Jun. 2021
2020
Patch Rotation Task Combined Autoencoder for Abnormal Event Detction
Rushuang Xu, MyeongAh Cho, Taeoh Kim, Sangyoun Lee
Summer Annual Conference of IEIE, Jun. 2020
2018
Three-Dimensional Rotation Angle Preporocessing and Weighted Blending for Fast Panoramic Image Method
MyeongAh Cho, Junsik Kim, Kyuheon Kim
Journal of Broadcast Engineering, Mar. 2018
2017
Image Stitching for Panorama Image using Three-Dimensional Rotation Angle
MyeongAh Cho, Junho Jeon, Junsik Kim, Dongjin Kang, Kyuheon Kim
Proceeding of the Korean Society of Broadcast Engineers Conference (KIBME), Jun. 2017
Preprocessing for performace improvement of Disparity Map Using Stereo Images
MyeongAh Cho, Hyeongseok Kang, Seunghwan Kim, Dongjin Kang, Kyuheon Kim
Proceeding of the Korean Society of Broadcast Engineers Conference (KIBME), Jun. 2017
Patent
Object Tracking Apparatus and Method using Self‐Attention (2021)
KR-Registration, No.10-2359982Apparatus and Method for Recognizing Heterogeneous Face Based on Relationship Between Component (2022)
KR-Registration No.10-2356438Apparatus and Method for Tracking Pedestrians in Multiple CCTV Environment (2022)
KR-Registration, No.10-2355006Apparatus And Method For Tracking Pedestrians In CCTV Environment (2023)
KR-Registration, No.10-2519367Object Tracking Method and Feature Vector Extraction Method for Tracking Object (2021)
KR-Application, No.10-2021-0165002Apparatus and Method for Detecting Anomalous Event (2020)
KR-Application, No.10-2020-0153560Video Anomaly Detection Apparatus and Method using Relational Embedding (2022)
KR-Application, No.10-2022-0156968