Featured Publications
Video domain adaptation for semantic segmentation using perceptual consistency matching
Neural Networks, 2024
PDFReal-Time Tracking of Guidewire Robot Tips Using Deep Convolutional Neural Networks on Successive Localized Frames
IEEE Access, 2019
PDFSynthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation
Applied Sciences, 2021
PDFA Deep Learning based Dual Encoder-Decoder Framework for Anatomical Structure Segmentation in Chest Fluoroscopic Images
Scientific Reports, 2023
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Google Scholar Profile
2024
Target-specified Reference-based Deep Learning Network for Joint Image Deblurring and Resolution Enhancement in Surgical Zoom lens Camera Calibration
Computer Methods and Programs in Biomedicine
2022
Deep learning-based segmentation and classification of leaf images for detection of tomato plant disease
Frontiers in Plant Science
Classification of the Confocal Microscopy Images of Colorectal Tumor and Inflammatory Colitis Mucosa Tissue Using Deep Learning
Diagnostics
2021
2020
2019
Catheter synthesis in X-Ray fluoroscopy with generative adversarial networks
MICCAI PRIME Workshop
Guidewire Tip Tracking using U-Net with Shape and Motion Constraints
International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
Recurrent Attention Models for Tissue Histopathology Image Classification
31th Workshop on Image Processing and Image Understanding (IPIU)
2018
Deep Learning-Based Apple Defect Detection with Residual SqueezeNet
International Conference on Smart Computing and Cyber Security
2017
Moving vehicle detection and information extraction based on deep neural network
International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV)
2016
An approach of locating Korean vehicle license plate based on mathematical morphology and geometrical features
International Conference on Computational Science and Computational Intelligence (CSCI)
License Plate Detection Based on Rectangular Features and Multilevel Thresholding
International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV)
An Effective Algorithm for Shadow Removal from Moving Vehicles
International Symposium on Information Technology Convergence (ISITC)