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C.-Y. Choi, S.-Y. Ahn and S.-W. Lee "Enhancing Detection Transformer with Pyramid Pooling Transformer
Backbones," Proceedings of The International Conference on Next Generation Computing(ICNGC 2023),
Danang, Vietnam, December 2023.
One of the best papers
RS-91502201
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Y.-Y. Chang, J.-H. OH and S.-W. Lee "Improving monocular depth estimation with Swin Transformer for
global and local feature extraction," Proceedings of The International Conference on Next Generation
Computing(ICNGC 2023), Danang, Vietnam, December 2023.
RS-91502201
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S.-Y. Ahn and S.-W. Lee "BERT-based classification of fungi protein sequences with multiple GO labels,"
Proceedings of International Conference on Research in Adaptive and Convergent Systems, Gdansk, Poland,
August 2023, Article No. 28, pp. 1-4.
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C.-Y. Choi, S.-Y. Ahn, and S.-W. Lee "Enhanced Polyp Segmentation with a Hybrid Approach Integrating
Transformers and Convolutional Neural Networks," Proceedings of International Conference on Research in
Adaptive and Convergent Systems, Gdansk, Poland, August 2023, Article No. 19, pp. 1-3.
Best Poster Awards
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M. Kim, S.-Y. Ahn, S.-W. Lee, and I.-S. Bang, Combination of In Silico Simulation Technology with In
Vitro Cellular Activity Assay to Predict the Toxicity of Indoor Air Bacteria, Proceedings of the
International Meeting of the Microbiological Society of Korea, Jeju, August 2022, pp. 213.
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S.-Y. Ahn, S.-H. Kim, J.-S. Tak, and S.-W. Lee ,Toxic Fungi Protein Classification Using Task Specific
BERT, Proceedings of The International Conference on Next Generation Computing(ICNGC 2022), Jeju, Korea,
October 2022, pp. 339-340.
One of the best papers
2022R1F1A1064484
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A. Adhikari, S. Poudel, and S.-W. Lee ,Polyp Segmentation and Generalization using Style Conversion,
Proceedings of The International Conference on Next Generation Computing(ICNGC 2022), Jeju, October 2022,
pp. 284-285.
2022R1F1A1064484/GRRC-2020
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Z. Tissir and S.-W. Lee ,Test-Time Neural Style Transfer Augmentation For Polyp Classification,
Proceedings of The International Conference on Next Generation Computing(ICNGC 2022), Jeju, October 2022,
pp. 286-288.
2022R1F1A1064484/GRRC-2020
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S. H. Park and S.-W. lee ,Sensitivity Analysis Based on Similarity between Feature and Weight Vectors,
Proceedings of The International Conference on Next Generation Computing(ICNGC 2021), Jeju, Korea,
November 2021, pp. 63-66.
GRRC-2020
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S. Y. Ahn, J.-S. Tak and S.-W. lee ,Experimental Comparison with Varying Lengths of K-mer and Stride for
Microbial Taxonomy, Proceedings of The International Conference on Next Generation Computing(ICNGC 2021),
Jeju, Korea, November 2021, pp. 283-284.
KEITI-G232021016481
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Z. Tissir, S. Poudel, R. Baidya, and S.-W. lee ,A Comprehensive Data Imbalance Analysis for Covid-19
Classification Dataset, Proceedings of The 12th International Conference on ICT Convergence, Jeju, Korea,
August 2021, pp. 20-24.
IITP-2020-0-01907 / GRRC-2020
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R. Ghimire, S. Poudel, and S.-W. Lee, An Augmentation Strategy with Lightweight Network for Polyp
Segmentation, Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy
(EndoCV 2021) co-located with with the 17th IEEE International Symposium on Biomedical Imaging (ISBI
2021), Nice, France, April 2021, pp. 39-48.
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S. Poudel and S.-W. Lee, Automatic Polyp Segmentation using Channel-Spatial Attention with Deep
Supervision, Proceedings of The Multimedia Evaluation Benchmark Workshop 2020(MediaEval 2020),
Netherlands, December 2020.
IITP-2020-0-01907
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S. H. Park, S. Y. Ahn, and S.-W. Lee, On-the-road Object Detection Using EfficientDet for Preventing
Child Traffic Accidents, Proceedings of The International Conference on Next Generation Computing(ICNGC
2020), Busan, Korea, December 2020, pp. 215-216.
SME-S2735244
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H.-C. Park and S.-W. Lee, Reunion block for high magnification histopathology microscopic image
analysis, Proceedings of The ACM International Conference on Intelligent Computing and Its Emerging
Applications(ICEA 2020), Gangwon, Korea, Article No. 41, December 2020, pp. 1-2.
Bronze Award, One of the best papers
GRRC-2020
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S. Poudel and S.-W. Lee, Whole Slide Image Classification and Segmentation using Deep Learning,
Proceedings of The ACM International Conference on Intelligent Computing and Its Emerging
Applications(ICEA 2020), Gangwon, Korea, Article No. 42, December 2020, pp. 1-2.
GRRC-2020
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N. Aryal and S.-W. Lee, Comparison of Attention Module for Acoustic Scene Classification, Proceedings of
The ACM 9th International Conference on Smart Media and Applications (SMA 2020), Jeju, Korea, September
2020, pp. 301-304.
SME-S2735244
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R. A. Naqvi, S.-W. Lee, and W.-K. Loh, Ocular-Net: Lite-Residual Encoder Decoder Network for Accurate
Ocular Regions Segmentation in Various Sensor Images, Proceedings of IEEE Big Data and Smart Computing,
Busan, Korea, February 2020, pp. 121-124.
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H.-C. Park, S.-W. Kim, and S.-W. Lee, A Survey for Skeleton-based Action Recognition, Proceedings of The
International Conference on Next Generation Computing, Chiang Mai, Thailand, December 2019, pp. 293-295.
SW-IITP-2015-0-00932, GRRC-2017-B01
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S. Poudel and S.-W. Lee, Generative adversarial networks for Natural Image Matting, Proceedings of The
International Conference on Next Generation Computing, Chiang Mai, Thailand, December 2019, pp. 156-158.
SW-IITP-2015-0-00932, GRRC-2017-B01
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S. Nurullayev and S.-W. Lee, Parking Occupancy Detection for Unseen Dataset based on Dilated
Convolutional Neural Networks, Proceedings of The International Conference on Next Generation Computing,
Vung Tau, Vietnam, December 2018, pp.160-161.
SW-IITP-2015-0-00932, GRRC-2017-B01
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C. Henry and S.-W. Lee, Real-time Deep ALPR for Korean License Plates using YOLO Object Detector,
Proceedings of The International Conference on Next Generation Computing, Vung Tau, Vietnam, December
2018, pp. 251-253.
NRF-2018R1D1A1B07049388, SW-IITP-2015-0-00932
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R. A. Naqvi, S.-W. Lee, and W.-K. Loh, Pupil Segmentation for Gaze Applications based on Deep Learning,
Proceedings of The International Conference on Next Generation Computing, Vung Tau, Vietnam, December
2018, pp. 269-272.
SW-IITP-2015-0-00932
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S. Poudel, H.-C. Park, Y.-J. Kim, and S.-W. Lee, Deep Colorectal Image classification using
Convolutional Neural Network, Proceedings of The International Conference on Next Generation Computing,
Vung Tau, Vietnam, December 2018, pp. 83-85.
One of the best papers
SW-IITP-2015-0-00932, GRRC-2017-B01
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N.-Q. Nguyen and S.-W. Lee, Colorectal Segmentation using Multiple Encoder-Decoder Network in
Colonoscopy Images, Proceedings of The International Conference on Artificial Intelligence and Knowledge
Engineering, Lagunal Hills, USA, September 2018, pp. 208-211.
NRF-2015R1D1A1A01060422, SW-IITP-2015-0-00932
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H.-C. Park, Y.-J. Kim, and S.-W. Lee, Performance analysis of different Convolution layer configuration
for the classification of Adenoma images, Proceedings of The International Conference on Next Generation
Computing, Kaohsiung, Taiwan, December 2017, pp. 257-259.
NRF-2015R1D1A1A01060422, SW-IITP, GRRC-2017-B01
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R. K. Rama and S.-W. Lee, A Tract-Based Spatial Statistics Study of White Matter Abnormalities in
Alzheimer’s Disease, Proceedings of The International Conference on Next Generation Computing, Kaohsiung,
Taiwan, December 2017, pp. 279-382.
NRF-2015R1D1A1A01060422, SW-IITP NRF-2014M3C7A1046050, SW-IITP
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D. M. Vo and S.-W. Lee, A Novel Real Time Face Recognition System Based on Combining Collaborative
Representation based Classification with Light Local Ternary Patterns, Proceedings of The International
Conference on Next Generation Computing, Kaohsiung, Taiwan, December 2017, pp. 375-378.
NRF-2015R1D1A1A01060422, SW-IITP
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C. Henry and S.-W. Lee, Visual Saliency based Automatic Trimap Generation, Proceedings of The
International Conference on Next Generation Computing, Kaohsiung, Taiwan, December 2017, pp. 113-116.
NRF-2015R1D1A1A01060422, SW-IITP, GRRC-2017-B01
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W. Kim, A. Choi, J. Choi, O.-R. Jeong, Y. J. Jung, S. Kang, J. Lee, S.-W. Lee, W.-K. Loh, J. Yoo, S.
Chung, H. Lee, S. Chon, Y. Jeon, H. S. Kim, J. W. Kim, J.-H. Lee, Y. Min, G. S. Song, and S. O. Yang,
Korea’s Software Education Initiative, Proceedings of The 19th International Conference on Information
Integration and Web-based Applications & Services, Salzburg, Austria, December 2017.
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C. Henry, H.-C. Park, and S.-W. Lee, A Review on the Segmentation of Embossed/raised Text, Proceedings
of The International Conference on Next Generation Computing, Ho Chi Minh, Vietnam, January 2017, pp.
165-167.
NRF-2015H1C1A1035855
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J. Gwak, J.-I. Song, and S.-W. Lee, Optimal Automatic Feature Selection through Iterative Reweighting
for Class-Imbalanced Data Sets to Classify AD/MCI/NC with High Diagnostic Accuracy, Proceedings of The
Alzmehimer's Association International Conference, Toronto, Canada, July 2016.
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A. Mallak, J. Gwak, J.-I. Song, and S.-W. Lee, Computational and Comparative Study on Multiple Kernel
Learning Approaches for the Classification Problem of Alzheimer’s disease, Proceedings of The
International Conference on Nature of Computation and Communication, Rach Gia, Vietnam, March 2016.
NRF-2013R1A1A2012543,NRF-2014M3C7A1046050
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J.-M. Ko and S.-W. Lee, An Accurate Comparison between ANN and CNN in Character Recognition, Proceedings
of The International Conference on Next Generation Computing, Bangkok, Thailand, February 2016, pp. 57-58.
NRF-2013R1A1A2012543, LINC
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D. Basukala, S. Alam, D. Jha, S.-W. Lee, N. V. Han, J.-Y. Pyun, and G.-R. Kwon, An Advanced Face
Detection and Recognition using Combination of KPCA, LDA, and Multiclass L-SVM, Proceedings of The
International Conference on Next Generation Computing, Bangkok, Thailand, February 2016, pp. 109-112.
NRF-2014M3C7A1046050
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I. K. Virdaus, A. Mallak, S.-W. Lee, G. Ha, and M. Kang, Fingerprint Verification with Crossing Number
Extraction and Orientation-Based Matching, Proceedings of The International Conference on Next Generation
Computing, Bangkok, Thailand, February 2016, pp. 113-115.
IITP-2015-R0618-15-1005, NRF-2013R1A1A2012543
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L. A. Akter, J. W. Lee, H. C. Park, I. Moon, and S.-W. Lee, EER Quest with Iris Image Codes, Proceedings
of The International Conference on Next Generation Computing, Bangkok, Thailand, February 2016, pp. 77-80.
NRF-2015H1C1A1035855, CHOSUN-2015
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A. Tedjokusumo, J.-S. Park, and S.-W. Lee, Feature Detector and Descriptor on Color Images, Proceedings
of The Internatinal Joint Conferece on Convergence, Ho Chi Minh, Vietnam, February 2015, pp. 255-257.
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J.-S. Park and S.-W. Lee, A Survey on Learning-based Face Hallucination Methods for Single-frame Facial
Image, Proceedings of The Internatinal Conference on Smart Media and Applications, Chiang Mai, Thailand,
December 2014.
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M. N. I. Qureshi and S.-W. Lee, RGB-D Fusion of Kinect Sensor Data for Face Recognition, Proceedings of
The Internatinal Conference on Smart Media and Applications, Kota kinabalu, Malaysia, Vol. 2, No. 1,
October 2013, pp. 461-466.
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A. Tedjokusumo, H. Jeong, and S.-W. Lee, Robust Character Extraction across Varying Conditions Based on
Local Distribution, Proceedings of The International Conference On ICT For Smart Society, Jakarta,
Indonesia, June 2013, pp. 16-19.
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S. Riaz and S.-W. Lee, Image Authentication and Restoration by Multiple Watermarking Techniques with
Advance Encryption Standard in Digital Photography, Proceedings of 15th International Conference on
Advanced Technology, PyeongChang, Korea, January 2013, pp. 24-28.
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O. Adeluyi, S. Riaz, S. Moh, S.-W. Lee, and J.-A. Lee, SAFE-points: a lightweight algorithm for
analyzing remote mobile ECG signals, Proceedings of the 2nd ACM Workshop on Mobile Systems, Applications,
and Services for HealthCare, Toronto, Canada, November 2012.
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S. Riaz, K. H. Lee, and S.-W. Lee, Aesthetic Score Assessment based on Generic Features in Digital
Photography, Proceedings of the 5th AUN/SEED-Net Regional Conference on Information and Communications
Technology, Manila, Philippines, October 2012, pp. 76-79.
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S. Riaz and S.-W. Lee, Main Object Segmentation in Macro Photography, Proceedings of the International
Conference on Smart Media and Applications, Kunming, China, August 2012.
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M. N. I. Qureshi, J.-T. Lee, and S.-W. Lee, Facial Identity Encryption with Kinoform and Phase-key
Watermarking for Homeland Security Agencies, Proceedings of the International Workshop on Security and
Cognitive Informatics for Homeland Defense, Prague, Czech, August 2012, pp. 525-533.
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M. N. I. Qureshi, J.-E. Lee, and S.-W. Lee, Robust Classification Techniques for Connection Pattern
Analysis with Adaptive Decision Boundaries Using CUDA, Proceedings of the International Conference on
Cloud Computing and Social Networking, Bandung, Indonesia, April 2012, pp. 24-28.
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W. Zhao, G.-R. Kwon, and S.-W. Lee, Pose and Expression Recognition Using Limited Feature Points Based
on a Dynamic Bayesian Network, Proceedings of the International Workshop on Security and Cognitive
Informatics for Homeland Defense, Vienna, Austria, August 2011, pp. 1-15.
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K.-H. Kim and S.-W. Lee, Recursive Reconstruction Method for Non-facial Components, Proceedings of the
JCICT & YES-ICuC, Weihai, China, August 2011, pp. 1-5.
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W. Zhao, J.-S. Park, and S.-W. Lee, Fully Automatic Face Detection and Facial Feature Points Extraction
Using Local Gabor Filter Bank and PCA, Proceedings of The International Conference on Machine Learning and
Cybernetics, Guilin, China, July 2011, pp. 1789-1792.
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C.-M. Han, S.-W. Lee, S. Han, and J.-S. Park, Two-stage Fish Disease Diagnosis System Based on Clinical
Signs and Microscopic Images, The 11th International Conference on Computational Science and Its
Applications, Santander, Spain, June 2011.
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Y. Hong, M. Kim, and S.-W. Lee, Requirements Management Tool with Evolving Traceability for
Heterogeneous Artifacts in the Entire Life Cycle, Proc. ACIS International Conference on Software
Engineering Research, Management & Applications, Montreal, Canada, May 2010, pp. 248-255.
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S.-W. Lee and S.-W. Lee, An Embedded Face Verification System Against Image Degradation, Proc. IEEE
International Conference on System, Man and Cybernetics, Montreal, Canada, 2007, pp. 3571-3576.
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S.-W. Lee, J. Park, and S.-W. Lee, Face Reconstruction with Low Resolution Facial Images by Feature
Vector Projection in Kernel Space, Proc. 18th IAPR/IEEE International Conference on Pattern Recognition,
Hong Kong, China, Vol. 3, August 2006, pp. 1179-1182.
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S.-C. Park, S.-W. Lee, and S.-W. Lee, Superimposing 3D Virtual Objects using Markerless Tracking, Proc.
18th IAPR/IEEE International Conference on Pattern Recognition, Hong Kong, China, Vol. 3, August 2006, pp.
897-900.
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M.-C. Roh, H.-K. Shin, S.-W. Lee, and S.-W. Lee, Volume Motion Template for View-invariant Gesture
Recognition, Proc. 18th IAPR/IEEE International Conference on Pattern Recognition, Hong Kong, China, Vol.
2, August 2006, pp. 1229-1232.