Younghak Shin

发表

Simple U-net based synthetic polyp image generation: Polyp to negative and negative to polyp

I. Balasingham, H. Qadir, Younghak Shin, 2022, Biomed. Signal Process. Control..

Dry Electrode-Based Fully Isolated EEG/fNIRS Hybrid Brain-Monitoring System

Anil Kumar, Heung-no Lee, Younghak Shin, 2019, IEEE Transactions on Biomedical Engineering.

Region-Based Convolutional Neural Network for Polyp Detection and Segmentation

Ilangko Balasingham, Younghak Shin, Hemin Ali Qadir, 2021, Computer-Aided Analysis of Gastrointestinal Videos.

Automatic Colon Polyp Detection Using Region Based Deep CNN and Post Learning Approaches

J. Bergsland, I. Balasingham, L. Aabakken, 2018, IEEE Access.

Automatic Colon Polyp Detection Using Region Based Deep CNN and Post Learning Approaches

Ilangko Balasingham, Jacob Bergsland, Younghak Shin, 2018, IEEE Access.

Abnormal Colon Polyp Image Synthesis Using Conditional Adversarial Networks for Improved Detection Performance

I. Balasingham, H. Qadir, Younghak Shin, 2018, IEEE Access.

Design of active dry electrodes and its evaluation for EEG acquisition

Heung-No Lee, Younghak Shin, Seungchan Lee, 2015, 2015 International Conference on Information and Communication Technology Convergence (ICTC).

Review of Applications for Wireless Brain-Computer Interface Systems

Seungchan Lee, Heung-No Lee, Younghak Shin, 2014 .

Radio Frequency Fingerprinting for Frequency Hopping Emitter Identification

Younghak Shin, Jintae Park, Jusung Kang, 2021, Applied Sciences.

Review of Wireless Brain-Computer Interface Systems

Kiseon Kim, Seungchan Lee, Heung-No Lee, 2013 .

Noise robustness analysis of sparse representation based classification method for non-stationary EEG signal classification

Heung-No Lee, Younghak Shin, Seungchan Lee, 2015, Biomed. Signal Process. Control..

Confidence-Aware Learning for Deep Neural Networks

Sangheum Hwang, Jooyoung Moon, Jihyo Kim, 2020, ICML.

Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques

Younghak Shin, Byeongmoon Ji, Hyemin Jung, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?

Ilangko Balasingham, Younghak Shin, Johannes Solhusvik, 2019, 2019 13th International Symposium on Medical Information and Communication Technology (ISMICT).

Comparison of hand-craft feature based SVM and CNN based deep learning framework for automatic polyp classification

Ilangko Balasingham, Younghak Shin, I. Balasingham, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video

Ilangko Balasingham, Younghak Shin, Johannes Solhusvik, 2020, IEEE Journal of Biomedical and Health Informatics.

Sparse representation-based classification scheme for motor imagery-based brain–computer interface systems

Heung-No Lee, Junho Lee, Younghak Shin, 2012, Journal of neural engineering.

Toward real-time polyp detection using fully CNNs for 2D Gaussian shapes prediction

Ilangko Balasingham, Johannes Solhusvik, Hemin Ali Qadir, 2020, Medical Image Anal..

EEG based image encryption via quantum walks

Ilangko Balasingham, Younghak Shin, Nitin Rawat, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Automatic Colon Polyp Detection using Region based Deep CNN and Post Learning Approaches

J. Bergsland, I. Balasingham, L. Aabakken, 2019, ArXiv.

Simple adaptive sparse representation based classification schemes for EEG based brain-computer interface applications

Seungchan Lee, Heung-No Lee, Younghak Shin, 2015, Comput. Biol. Medicine.

Dictionary update based adaptive EEG classification for real time brain-computer interface applications

Heung-No Lee, Younghak Shin, Seungchan Lee, 2015, 2015 International Conference on Information and Communication Technology Convergence (ICTC).

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Ilangko Balasingham, Younghak Shin, Hemin Ali Qadir, 2019 .

Automatic polyp frame screening using patch based combined feature and dictionary learning

Ilangko Balasingham, Younghak Shin, I. Balasingham, 2018, Comput. Medical Imaging Graph..

Motor imagery based BCI classification via sparse representation of EEG signals

Heung-No Lee, Younghak Shin, Seungchan Lee, 2011, 2011 8th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart and the 2011 8th International Conference on Bioelectromagnetism.

Dry Electrode-Based Fully Isolated EEG/fNIRS Hybrid Brain-Monitoring System

Anil Kumar, Heung-no Lee, Younghak Shin, 2019, IEEE Transactions on Biomedical Engineering.

Confidence-Aware Learning for Deep Neural Networks

Sangheum Hwang, Jihyo Kim, Younghak Shin, 2020, ICML.