Kwanghee Won

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Convolutional Neural Network

Scientific Publications

Big Data Analytics

Top Venues

Publications

Youngsun Jang, Maryam Moshrefizadeh, Abir Mohammad Hadi, Kwanghee Won, John Kim
Multimodal Fusion of Heterogeneous Representations for Anomaly Classification in Satellite Imagery. SAC (2024)
Babak Azad, Ahmed Abdalla, Kwanghee Won, Ali Mirzakhani Nafchi
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model. CoRR (2023)
Abir Mohammad Hadi, Youngsun Jang, Kwanghee Won
Deep Reinforcement Learning Agent for Dynamic Pruning of Convolutional Layers. RACS (2023)
Kwanghee Won, Mostafa Tazarv, Timothy M. Hansen
Crack Segmentation with Generative Deep Learning-Based Data Augmentation Approach. RACS (2023)
Youngsun Jang, Hyung Do Choi, Kwanghee Won, Sung Y. Shin
FulltextAttention: Full-text Classification of Scientific Papers Using Combined Model of BiGRU and Bahdanau Attention. RACS (2023)
Youngsun Jang, Kwanghee Won, Hyung-Do Choi, Sung Shin
Deep learning models for multiple answers extraction and classification of scientific publications. RACS (2022)
Abir Mohammad Hadi, Kwanghee Won, Sung Shin
Task dependent model complexity: shallow vs deep network. RACS (2022)
Mengling Ding, Kwanghee Won
Crack Detection and Location Estimation Using a Convolutional Neural Network. IW-FCV (2021)
Romancha Khatri, Kwanghee Won
Kernel-controlled DQN based CNN Pruning for Model Compression and Acceleration. RACS (2020)
Kwanghee Won, Youjeong Jang, Hyung-Do Choi, Sung Shin
Semantic Classification of EMF-related Literature using Deep Learning Models with Attention Mechanism. RACS (2020)
Kwanghee Won, Chungwook Sim
Automated Transverse Crack Mapping System with Optical Sensors and Big Data Analytics. Sensors 20 (7) (2020)
Myungjoon Shon, Heejin Kim, Kicheol Park, Juw Won Park, Kwanghee Won, Jiman Hong
A robust and secure backup system for protecting malware. SAC (2019)
Chungyup Lee, Soohyeon Choi, Jung Y. Kim, Kwanghee Won
Instance segmentation in urban scenes using inverse perspective mapping of 3D point clouds and 2D images. RACS (2019)
Sangwon Shin, Soohyeon Choi, Kwanghee Won, Sung Y. Shin
Preprocessed symmetric RSA authentication for wireless body area networks in space. RACS (2019)
Dongyoun Kim, Jiyoung Lee, Joon Shik Yoon, Kwang Jae Lee, Kwanghee Won
Development of automated 3D knee bone segmentation with inhomogeneity correction for deformable approach in magnetic resonance imaging. RACS (2018)
Sae-Han Suh, Ji-Eun Jhang, Kwanghee Won, Sung Y. Shin, Chang Oan Sung
Development of vegetation mapping with deep convolutional neural network. RACS (2018)