Younghak Shin

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 24

Top Topics

Ct Colonography

Classification Schemes

Polyp Detection

Top Venues

Biomed. Signal Process. Control.

Publications

Hemin Ali Qadir, Younghak Shin, Jacob Bergsland, Ilangko Balasingham
Accurate Real-time Polyp Detection in Videos from Concatenation of Latent Features Extracted from Consecutive Frames. CoRR (2023)
Hemin Ali Qadir, Ilangko Balasingham, Younghak Shin
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative and Negative to Polyp. CoRR (2023)
Hemin Ali Qadir, Younghak Shin, Jacob Bergsland, Ilangko Balasingham
Accurate Real-time Polyp Detection in Videos from Concatenation of Latent Features Extracted from Consecutive Frames. BIBM (2022)
Hemin Ali Qadir, Ilangko Balasingham, Younghak Shin
Simple U-net based synthetic polyp image generation: Polyp to negative and negative to polyp. Biomed. Signal Process. Control. 74 (2022)
Hemin Ali Qadir, Younghak Shin, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham
Toward real-time polyp detection using fully CNNs for 2D Gaussian shapes prediction. Medical Image Anal. 68 (2021)
Han-Suk Choi, Jeong-Hyeon Choi, Kyung-Woo Park, Seok Won Jung, Han Kyu Lim, Younghak Shin
Fish Activity State and Fuzzy Inference based an Intelligence Fish Feeding Model. SMA (2020)
Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang
Confidence-Aware Learning for Deep Neural Networks. CoRR (2020)
Hemin Ali Qadir, Ilangko Balasingham, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Younghak Shin
Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Younghak Shin, Jeonghyeon Choi, Han Suk Choi
Comparison of Deep Learning based Fish Detection Performance for Real-Time Smart Fish Farming. SMA (2020)
Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang
Confidence-Aware Learning for Deep Neural Networks. ICML (2020)
Hemin Ali Qadir, Younghak Shin, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better? ISMICT (2019)
Younghak Shin, Hemin Ali Qadir, Lars Aabakken, Jacob Bergsland, Ilangko Balasingham
Automatic Colon Polyp Detection using Region based Deep CNN and Post Learning Approaches. CoRR (2019)
Hemin Ali Qadir, Younghak Shin, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better? CoRR (2019)
Seungchan Lee, Younghak Shin, Anil Kumar, Kiseon Kim, Heung-No Lee
Two-Wired Active Spring-Loaded Dry Electrodes for EEG Measurements. Sensors 19 (20) (2019)
Seungchan Lee, Younghak Shin, Anil Kumar, Minhee Kim, Heung-No Lee
Dry Electrode-Based Fully Isolated EEG/fNIRS Hybrid Brain-Monitoring System. IEEE Trans. Biomed. Eng. 66 (4) (2019)
Younghak Shin, Hemin Ali Qadir, Ilangko Balasingham
Abnormal Colon Polyp Image Synthesis Using Conditional Adversarial Networks for Improved Detection Performance. CoRR (2019)
Byeongmoon Ji, Hyemin Jung, Jihyeun Yoon, Kyungyul Kim, Younghak Shin
Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques. ICCV Workshops (2019)
Byeongmoon Ji, Hyemin Jung, Jihyeun Yoon, Kyungyul Kim, Younghak Shin
Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques. CoRR (2019)
Younghak Shin, Hemin Ali Qadir, Ilangko Balasingham
Abnormal Colon Polyp Image Synthesis Using Conditional Adversarial Networks for Improved Detection Performance. IEEE Access 6 (2018)
Younghak Shin, Hemin Ali Qadir, Lars Aabakken, Jacob Bergsland, Ilangko Balasingham
Automatic Colon Polyp Detection Using Region Based Deep CNN and Post Learning Approaches. IEEE Access 6 (2018)
Younghak Shin, Ilangko Balasingham
Automatic polyp frame screening using patch based combined feature and dictionary learning. Comput. Medical Imaging Graph. 69 (2018)
Younghak Shin, Ilangko Balasingham
Comparison of hand-craft feature based SVM and CNN based deep learning framework for automatic polyp classification. EMBC (2017)
Nitin Rawat, Younghak Shin, Ilangko Balasingham
EEG based image encryption via quantum walks. EMBC (2016)
Younghak Shin, Heung-No Lee, Ilangko Balasingham
Fast L1-based sparse representation of EEG for motor imagery signal classification. EMBC (2016)
Younghak Shin, Seungchan Lee, Minkyu Ahn, Hohyun Cho, Sung Chan Jun, Heung-No Lee
Simple adaptive sparse representation based classification schemes for EEG based brain-computer interface applications. Comput. Biol. Medicine 66 (2015)
Younghak Shin, Seungchan Lee, Heung-No Lee
Dictionary update based adaptive EEG classification for real time brain-computer interface applications. ICTC (2015)
Seungchan Lee, Younghak Shin, Heung-No Lee
Design of active dry electrodes and its evaluation for EEG acquisition. ICTC (2015)
Younghak Shin, Seungchan Lee, Minkyu Ahn, Hohyun Cho, Sung Chan Jun, Heung-No Lee
Noise robustness analysis of sparse representation based classification method for non-stationary EEG signal classification. Biomed. Signal Process. Control. 21 (2015)
Seungchan Lee, Younghak Shin, Soogil Woo, Kiseon Kim, Heung-No Lee
Dry electrode design and performance evaluation for EEG based BCI systems. BCI (2013)
Younghak Shin, Seungchan Lee, Soogil Woo, Heung-No Lee
Performance increase by using a EEG sparse representation based classification method. ICCE (2013)