Younghak Shin
Orcid: 0000-0003-2213-5232
According to our database1,
Younghak Shin
authored at least 24 papers
between 2013 and 2022.
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Bibliography
2022
Simple U-net based synthetic polyp image generation: Polyp to negative and negative to polyp.
Biomed. Signal Process. Control., 2022
Accurate Real-time Polyp Detection in Videos from Concatenation of Latent Features Extracted from Consecutive Frames.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Medical Image Anal., 2021
Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021
2020
Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video.
IEEE J. Biomed. Health Informatics, 2020
Comparison of Deep Learning based Fish Detection Performance for Real-Time Smart Fish Farming.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
IEEE Trans. Biomed. Eng., 2019
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?
Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019
Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
2018
Automatic polyp frame screening using patch based combined feature and dictionary learning.
Comput. Medical Imaging Graph., 2018
Abnormal Colon Polyp Image Synthesis Using Conditional Adversarial Networks for Improved Detection Performance.
IEEE Access, 2018
Automatic Colon Polyp Detection Using Region Based Deep CNN and Post Learning Approaches.
IEEE Access, 2018
2017
Comparison of hand-craft feature based SVM and CNN based deep learning framework for automatic polyp classification.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Simple adaptive sparse representation based classification schemes for EEG based brain-computer interface applications.
Comput. Biol. Medicine, 2015
Noise robustness analysis of sparse representation based classification method for non-stationary EEG signal classification.
Biomed. Signal Process. Control., 2015
Dictionary update based adaptive EEG classification for real time brain-computer interface applications.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2015
Proceedings of the International Conference on Information and Communication Technology Convergence, 2015
2013
Performance increase by using a EEG sparse representation based classification method.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013
Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013