Division of AI Software Convergence

Research output

Research output per year 1991 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 868 Article
• 450 Conference contribution
• 48 Editorial
• 24 Paper
• 48 More
  • 24 Conference article
  • 10 Review article
  • 8 Chapter
  • 5 Comment/debate
  • 1 Foreword/postscript

Research output per year

Research output per year

Search results

• 2024

  3-Tier Malware Detection on Cloud Computing

  Jeon, J., Jeong, B. & Jeong, Y. S., 2024, Advances in Computer Science and Ubiquitous Computing - Proceedings of CUTE/CSA 2023. Park, J. S., Yang, L. T., Pan, Y. & Park, J. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-6 4 p. (Lecture Notes in Electrical Engineering; vol. 1190 LNEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cloud Computing 100%
  • Malware 100%
  • Malware Detection 100%
  • Data Classification 66%
  • Machine Learning 33%

• Analyze WZT Images to Predict the Type of Depression and Dementia in the Elderly Using Deep Learning

  Kim, K. Y., Yang, Y. B., Kim, M. R., Park, J. S. & Kim, J., 2024, Advances in Computer Science and Ubiquitous Computing - Proceedings of CUTE/CSA 2023. Park, J. S., Yang, L. T., Pan, Y. & Park, J. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-329 5 p. (Lecture Notes in Electrical Engineering; vol. 1190 LNEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Method 100%

• An Analysis of Synthetic Data for Improving Performance of Skeleton-Based Fall Down Detection Models

  Park, J., Kim, B. & Jeong, J., 2024, 2024 5th International Conference on Big Data Analytics and Practices, IBDAP 2024. Institute of Electrical and Electronics Engineers Inc., p. 89-92 4 p. (2024 5th International Conference on Big Data Analytics and Practices, IBDAP 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Performance 100%
  • Training Model 100%
  • Identity Information 100%
  • Skeleton-Based Human Action Recognition 100%

• CIC: A Framework for Culturally-Aware Image Captioning

  Yun, Y. & Kim, J., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 1625-1633 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Captioning 100%
  • Cultural Element 40%
  • Visual Modality 20%
  • Combining Method 20%
  1 Scopus citations

• Improving LLM Classification of Logical Errors by Integrating Error Relationship into Prompts

  Lee, Y., Jeong, S. & Kim, J., 2024, Generative Intelligence and Intelligent Tutoring Systems - 20th International Conference, ITS 2024, Proceedings. Sifaleras, A. & Lin, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 91-103 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14798 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Novice Programmer 100%
  • Programming Error 100%
  • Effective Approach 100%
  • Related Application 100%
  1 Scopus citations

• Learning to Produce Semi-Dense Correspondences for Visual Localization

  Giang, K. T., Song, S. & Jo, S., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 19468-19478 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Pose Estimation 100%
  • 3d Scenes 100%
  • localization algorithm 100%
  • Image Matching 100%
  • Keypoints 100%
• 2023

  A Contrastive Learning Approach for Screenshot Demoiréing

  Nguyen, D. H. & Lee, C., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 1210-1214 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning Approach 100%
  • Multiscale 100%
  • Experimental Result 50%
  • Input Image 50%
  3 Scopus citations

• Actual Resource Usage-Based Container Scheduler for High Resource Utilization

  Park, S., Jeon, J., Jeong, B., Park, K., Baek, S. & Jeong, Y. S., 2023, Advances in Computer Science and Ubiquitous Computing - Proceedings of CUTE-CSA 2022. Park, J. S., Yang, L. T., Pan, Y., Pan, Y. & Park, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 611-614 4 p. (Lecture Notes in Electrical Engineering; vol. 1028 LNEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Resource Utilisation 100%
  • Nodes 28%
  1 Scopus citations

• Automatic Model Generation and Data Assimilation Framework for Cyber-Physical Production Systems

  Tan, W. J., Seok, M. G. & Cai, W., 21 Jun 2023, Proceedings of the 2023 ACM SIGSIM International Conference on Principles of Advanced Discrete Simulation, SIGSIM-PADS 2023. Association for Computing Machinery, p. 73-83 11 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Model Generation 100%
  • Production System 100%
  • Systems Performance 100%
  • System Life Cycle 50%
  • Identical Twin 50%
  5 Scopus citations

• DAG-GCN: Directed Acyclic Causal Graph Discovery from Real World Data using Graph Convolutional Networks

  Park, S. J. & Kim, J., 2023, Proceedings - 2023 IEEE International Conference on Big Data and Smart Computing, BigComp 2023. Byun, H., Ooi, B. C., Tanaka, K., Lee, S.-W., Li, Z., Nadamoto, A., Song, G., Ha, Y.-G., Sumiya, K., Yuncheng, W., Kwon, H.-Y. & Yamamoto, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 318-319 2 p. (Proceedings - 2023 IEEE International Conference on Big Data and Smart Computing, BigComp 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Adjacency Matrix 100%
  • Initialization Method 50%
  • Batch Normalization 50%
  • Directed Acyclic Graph 50%
  • Continuous Optimization 50%
  5 Scopus citations

• Deep Unfolded Underwater Image Enhancement Based on Extreme Channels Prior

  Pham, T. T., Mai, T. T. N. & Lee, C., 2023, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023. Institute of Electrical and Electronics Engineers Inc., p. 709-713 5 p. (2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Enhancement 100%
  • Optimisation Problem 50%
  • Experimental Result 25%
  • Regularization 25%
  • Deep Neural Network 25%

• Deep Unfolding Network with Physics-Based Priors for Underwater Image Enhancement

  Pham, T. T., Mai, T. T. N. & Lee, C., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 46-50 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Physics 100%
  • Image Enhancement 100%
  • Optimization Problem 50%
  • Iterative Algorithm 50%
  • Image Formation 25%
  1 Scopus citations

• De-hazing CCTV Images using Dark Channel Prior for Improved Vehicle Detection

  Tian, E. & Kim, J., 24 Feb 2023, ICIIT 2023 - Proceedings of 2023 8th International Conference on Intelligent Information Technology. Association for Computing Machinery, p. 152-156 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artificial Intelligence 100%
  • Weather Condition 100%
  • Image Classification 100%
  • Detection Method 100%
  • Convolutional Neural Network 100%
  2 Scopus citations

• Efficient Container Management Scheme Based on Deep Learning Model

  Jeong, B., Jeon, J., Baek, S. & Jeong, Y. S., 2023, Advances in Computer Science and Ubiquitous Computing - Proceedings of CUTE-CSA 2022. Park, J. S., Yang, L. T., Pan, Y., Pan, Y. & Park, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 607-610 4 p. (Lecture Notes in Electrical Engineering; vol. 1028 LNEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Model 100%
  • Autoscaling 50%
  1 Scopus citations

• Estimating Substation Lightning Arrester Deterioration Guideline: A k-NN Algorithm with Leakage Current Measurement

  Gil, Y., Kim, J. & Kim, D., 2023, 2023 13th International Conference on Power, Energy and Electrical Engineering, CPEEE 2023. Institute of Electrical and Electronics Engineers Inc., p. 101-105 5 p. (2023 13th International Conference on Power, Energy and Electrical Engineering, CPEEE 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Arrester 100%
  • Current Measurement 100%
  • Lightning 100%
  • Protective Device 25%
  1 Scopus citations

• Improved Knowledge Transfer for Semi-supervised Domain Adaptation via Trico Training Strategy

  Ngo, B. H., Jeong Chae, Y., Kwon, J. E., Hyeon Park, J. & Cho, S. I., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 19157-19166 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Knowledge Transfer 100%
  • Graph Convolutional Network 100%
  • Domain Adaptation 100%
  • Multilayer Perceptron 55%
  • Data Mining Structure 11%
  2 Scopus citations

• Improving Generation of Sentiment Commonsense by Bias Mitigation

  Lee, J. K. & Kim, J., 2023, Proceedings - 2023 IEEE International Conference on Big Data and Smart Computing, BigComp 2023. Byun, H., Ooi, B. C., Tanaka, K., Lee, S.-W., Li, Z., Nadamoto, A., Song, G., Ha, Y.-G., Sumiya, K., Yuncheng, W., Kwon, H.-Y. & Yamamoto, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 308-311 4 p. (Proceedings - 2023 IEEE International Conference on Big Data and Smart Computing, BigComp 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Common Sense Knowledge 100%
  • Unsupervised Data 66%
  • Comprehensive Coverage 33%
  • Natural-Language Understanding 33%
  • Commonsense Reasoning 33%
  1 Scopus citations

• Improving the Preformance of Judicial Precedent Search by Fine-Tuning S-BERT

  Park, G. & Kim, J., 2023, Advances in Computer Science and Ubiquitous Computing - Proceedings of CUTE-CSA 2022. Park, J. S., Yang, L. T., Pan, Y., Pan, Y. & Park, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 291-298 8 p. (Lecture Notes in Electrical Engineering; vol. 1028 LNEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Precedent 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Courts 25%
  • Polysemy 25%
  • Legal Aid 25%

• Model-Driven Deep Unfolding Approach to Underwater Image Enhancement

  Pham, T. T., Nhat Mai, T. T. & Lee, C., 2023, International Workshop on Advanced Imaging Technology, IWAIT 2023. Nakajima, M., Kim, J.-G., Seo, K.-D., Yamasaki, T., Guo, J.-M., Lau, P. Y. & Kemao, Q. (eds.). SPIE, 1259202. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12592).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Enhancement 100%
  • Deep Learning Method 100%
  • Optimization Problem 66%
  • Experimental Result 33%
  • Learning Approach 33%
  2 Scopus citations

• Optimized Vehicle Fire Detection Model Based on Deep Learning

  Park, B. G., Park, J. S. & Shin, Y. S., 2023, Advances in Computer Science and Ubiquitous Computing - Proceedings of CUTE-CSA 2022. Park, J. S., Yang, L. T., Pan, Y., Pan, Y. & Park, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 685-691 7 p. (Lecture Notes in Electrical Engineering; vol. 1028 LNEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Method 100%
  • Artificial Intelligence 50%
  • YOLOv5 50%
  • Facebook 50%
  • Smoke 50%

• Restoration of Extremely Compressed Background for VCM Using Guided Generative Priors

  Hue Dao, L. T., Vien, A. G., Lee, J., Jeong, S. & Lee, C., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 1190-1194 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experimental Result 100%
  • Restoration Algorithm 100%
  • Image Restoration 100%
  • Input Image 100%
  • Multiscale 100%
  1 Scopus citations

• StyleBoost: A Study of Personalizing Text-to-Image Generation in Any Style using DreamBooth

  Park, J., Ko, B. & Jang, H., 2023, ICTC 2023 - 14th International Conference on Information and Communication Technology Convergence: Exploring the Frontiers of ICT Innovation. IEEE Computer Society, p. 93-98 6 p. (International Conference on ICT Convergence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Realism 100%
  • Image Synthesis 100%
  • Pre-Trained Model 100%
  • Image Rendering 100%
  • Style 100%

• TopicFM: Robust and Interpretable Topic-Assisted Feature Matching

  Giang, K. T., Song, S. & Jo, S., 27 Jun 2023, AAAI-23 Technical Tracks 2. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, p. 2447-2455 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Image Matching 100%
  • Topic Modeling 50%
  • Global Context 50%
  • Contextual Information 50%
  • Interpretability 50%
  24 Scopus citations

• Zero-Shot Visual Emotion Recognition by Exploiting BERT

  Kang, H., Hazarika, D., Kim, D. & Kim, J., 2023, Intelligent Systems and Applications - Proceedings of the 2022 Intelligent Systems Conference IntelliSys Volume 2. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 485-494 10 p. (Lecture Notes in Networks and Systems; vol. 543 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Bidirectional Encoder Representations From Transformers 100%
  • Sentiment Analysis 50%
  • Multimedia 50%
  • Language Modeling 50%
  • Classification Task 50%
  2 Scopus citations
• 2022

  A Characterization of Google Stadia Traffic for Modeling Real-Time Streaming Service

  Kim, Y., Oh, S., Jeong, J. & Kim, G., 2022, ICTC 2022 - 13th International Conference on Information and Communication Technology Convergence: Accelerating Digital Transformation with ICT Innovation. IEEE Computer Society, p. 214-216 3 p. (International Conference on ICT Convergence; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Streaming Service 100%
  • Traffic Generator 50%
  • Multimedia Data 50%
  • wireless communication system 50%

• An Attention-Based Deep Learning Model with Interpretable Patch-Weight Sharing for Diagnosing Cervical Dysplasia

  Chae, J., Zhang, Y., Zimmermann, R., Kim, D. & Kim, J., 2022, Intelligent Systems and Applications - Proceedings of the 2021 Intelligent Systems Conference, IntelliSys. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 634-642 9 p. (Lecture Notes in Networks and Systems; vol. 296).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Model 100%
  • Annotation 100%
  • Visual Feature 100%
  • local feature 50%
  • Global Feature 50%
  2 Scopus citations

• A Novel Gap-Filling Method Based on Hybrid Read Information Analysis

  Kan, Y., Kim, D. & Yi, G., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3827-3829 3 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Read Information 100%
  • Candidate Sequence 100%
  • Genetics 100%
  • Nucleotide Sequence 100%
  • Next Generation Sequencing 100%

• Bidirectional Motion Estimation with Cyclic Cost Volume for High Dynamic Range Imaging

  Vien, A. G., Park, S., Mai, T. T. N., Kim, G. & Lee, C., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, p. 1182-1189 8 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Motion Estimation 100%
  • High Dynamic Range Imaging 100%
  • Dynamic Range 100%
  • Experimental Result 33%
  • Local Information 33%
  5 Scopus citations

• CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations

  Kim, J. & Kim, J., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Contrastive 100%
  • Linguistics 100%
  • Modality 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Contrastive Learning 100%
  1 Scopus citations

• Corridor Occupancy-Based Multi-Agent Pathfinding in Topological Maps

  Song, S., Na, K. I. & Yu, W., 2022, ICTC 2022 - 13th International Conference on Information and Communication Technology Convergence: Accelerating Digital Transformation with ICT Innovation. IEEE Computer Society, p. 181-183 3 p. (International Conference on ICT Convergence; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Robot 100%
  • Pathfinding 100%
  1 Scopus citations

• Depth Map Decomposition for Monocular Depth Estimation

  Jun, J., Lee, J. H., Lee, C. & Kim, C. S., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-34 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13662 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Depth Estimation 100%
  • Experimental Result 33%
  • Extracted Feature 33%
  16 Scopus citations

• Development of Automatic Voltage Stabilization System for Substation Using Deep Learning

  Moon, J., Son, M., Oh, B., Jin, J., Kim, K. & Shin, Y., 2022, Innovative Computing - Proceedings of the 5th International Conference on Innovative Computing, IC 2022. Pei, Y., Chang, J.-W. & Hung, J. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 133-134 2 p. (Lecture Notes in Electrical Engineering; vol. 935 LNEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Method 100%
  • Efficient Operation 100%
  • Process Optimization 100%
  • Voltage Regulation 100%

• Embedding of FDA Approved Drugs in Chemical Space Using Cascade Autoencoder with Metric Learning

  Kim, J., Lim, S., Lee, S., Cho, C. & Kim, S., 2022, Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022. Unger, H., Kim, Y.-K., Hwang, E., Cho, S.-B., Pareigis, S., Kyandoghere, K., Ha, Y.-G., Kim, J., Morishima, A., Wagner, C., Kwon, H.-Y., Moon, Y.-S. & Leung, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 363-365 3 p. (Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Side Effect 100%
  • Disease 100%
  • Therapeutic Effect 100%
  • Therapy Effect 100%
  • Chemical Agent 100%

• Enhanced Bidirectional Motion Estimation Using Feature Refinement for HDR Imaging

  Vien, A. G., Nhat Mai, T. T., Park, S., Kim, G. & Lee, C., 2022, Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1025-1029 5 p. (Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Quantitative Comparison 100%
  • Qualitative Comparison 100%
  • Progressive Refinement 100%
  • Motion Vector 66%
  • Vector Field 66%

• Estimation of Relative Position of Drone using Fixed Size QR Code

  Kang, T. W., Choi, Y. S. & Jung, J. W., 2022, 2022 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 442-447 6 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Center Point 100%
  • Error Rate 66%
  2 Scopus citations

• Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR Imaging

  Vien, A. G. & Lee, C., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 435-452 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13667 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • High Dynamic Range Image 100%
  • High Dynamic Range Imaging 100%
  • Experimental Result 50%
  • Feature Fusion 50%
  • Neighboring Pixel 50%
  4 Scopus citations

• HISTOGRAM-BASED TRANSFORMATION FUNCTION ESTIMATION FOR LOW-LIGHT IMAGE ENHANCEMENT

  Park, J., Vien, A. G., Kim, J. H. & Lee, C., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 1-5 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Histogram 100%
  • Image Enhancement 100%
  • Function-Based Transformation 100%
  • Network Estimation 66%
  • Input Image 60%
  12 Scopus citations

• Hyperparameter Tunning in Simulation-based Optimization for Adaptive Digital-Twin Abstraction Control of Smart Manufacturing System

  Seok, M. G., Tan, W. J., Su, B. & Cai, W., 8 Jun 2022, Proceedings of the 2022 ACM SIGSIM International Conference on Principles of Advanced Discrete Simulation, ACM SIGSIM PADS 2022. Association for Computing Machinery, p. 61-68 8 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Control Abstraction 100%
  • Algorithm Converges 50%
  • Fitness Evaluation 50%
  • Significance Level 50%
  4 Scopus citations

• INFRARED AND VISIBLE IMAGE FUSION USING BIMODAL TRANSFORMERS

  Park, S., Vien, A. G. & Lee, C., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 1741-1745 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Fusion 100%
  • Visible Image 100%
  • Image Source 66%
  • image fusion algorithm 50%
  • Fusion Result 33%
  12 Scopus citations

• Low-light Image Enhancement via Channel-wise Intensity Transformation

  Park, J., Vien, A. G. & Lee, C., 2022, International Workshop on Advanced Imaging Technology, IWAIT 2022. Nakajima, M., Muramatsu, S., Kim, J.-G., Guo, J.-M. & Kemao, Q. (eds.). SPIE, 1217703. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12177).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Enhancement 100%
  • Network Estimation 100%
  • Experimental Result 50%
  • Image Quality 50%
  • Conventional Algorithm 50%

• Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing

  Kwon, J., Seok, M. G. & Park, D., 2022, 2022 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2022. Institute of Electrical and Electronics Engineers Inc., (2022 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Output Parameter 100%
  • Plant Operation 100%
  • Interrelationship 100%
  • Perceptron 100%
  • Input Layer 100%

• Novel Patrol Route Optimization Method Based on Big Data Analysis

  Kim, D., Kan, Y. & Yi, G., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6699-6701 3 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optimization Method 100%
  • Route Optimization 100%
  • Big Data 100%
  • Big Data Analysis 100%
  • Police 66%

• NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results

  Perez-Pellitero, E., Catley-Chandar, S., Shaw, R., Leonardis, A., Timofte, R., Zhang, Z., Liu, C., Peng, Y., Lin, Y., Yu, G., Zhang, J., Ma, Z., Wang, H., Chen, X., Wang, X., Wu, H., Liu, L., Dong, C., Zhou, J. & Yan, Q. & 73 others, Zhang, S., Chen, W., Liu, Y., Zhang, Z., Zhang, Y., Shi, J. Q., Gong, D., Zhu, D., Sun, M., Chen, G., Hu, Y., Li, H., Zou, B., Liu, Z., Lin, W., Jiang, T., Jiang, C., Li, X., Han, M., Fan, H., Sun, J., Liu, S., Marin-Vega, J., Sloth, M., Schneider-Kamp, P., Rottger, R., Li, C., Bao, L., He, G., Xu, Z., Xu, L., Zhan, G., Sun, M., Wen, X., Li, J., Li, J., Li, C., Gang, R., Li, F., Liu, C., Feng, S., Lei, F., Liu, R., Ruan, J., Dai, T., Li, W., Lu, Z., Liu, H., Huang, P., Ren, G., Luo, Y., Liu, C., Tu, Q., Li, F., Gang, R., Li, C., Li, J., Ma, S., Liu, C., Cao, Y., Tel, S., Heyrman, B., Ginhac, D., Lee, C., Kim, G., Park, S., Vien, A. G., Thanh Nhat Mai, T., Yoon, H., Vo, T., Holston, A., Zaheer, S. & Park, C. Y., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, p. 1008-1022 15 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Image Restoration 100%
  • Dynamic Range 100%
  • Image Analysis 100%
  • Image Enhancement 100%
  • Metrics 40%
  30 Scopus citations

• OMR Card Scoring Method Using Template Matching

  Kim, D. E., Byeon, E. S., Won, G. J., Lee, S. E. & Jung, J. W., 2022, 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2022. Institute of Electrical and Electronics Engineers Inc., (2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Template Matching 100%
  • Correct Answer 100%
  • Coordinate Value 100%
  • DNA Template 100%
  1 Scopus citations

• Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base

  Chae, J. & Kim, J., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Visual Question Answering 100%
  • External Knowledge 75%
  • Answer Question 25%
  3 Scopus citations

• Unrolling Multi-channel Weighted Nuclear Norm Minimization for Image Denoising

  Pham, T. T., Mai, T. T. N. & Lee, C., 2022, ITC-CSCC 2022 - 37th International Technical Conference on Circuits/Systems, Computers and Communications. Institute of Electrical and Electronics Engineers Inc., p. 243-244 2 p. (ITC-CSCC 2022 - 37th International Technical Conference on Circuits/Systems, Computers and Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • image denoising 100%
  • Experimental Result 33%
  • Training Dataset 33%
  • Iterative Algorithm 33%
  1 Scopus citations
• 2021

  A New Double Rank-based Multi-workflow Scheduling with Multi-objective Optimization in Cloud Environments

  Li, F., Seok, M. G. & Cai, W., Jun 2021, 2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 - In conjunction with IEEE IPDPS 2021. Institute of Electrical and Electronics Engineers Inc., p. 36-45 10 p. 9460585. (2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 - In conjunction with IEEE IPDPS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Quality of Service 100%
  • Cloud Environment 100%
  • Heuristic Algorithm 16%
  • Cloud Computing System 16%
  • Cloud Computing 16%
  9 Scopus citations

• Asymmetric Bilateral Motion Estimation for Video Frame Interpolation

  Park, J., Lee, C. & Kim, C. S., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 14519-14528 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Motion Estimation 100%
  • Intermediate Frame 100%
  • Motion Field 100%
  • Experimental Result 50%
  • Filter Dynamic 50%
  118 Scopus citations

• BiSNN: Training spiking neural networks with binary weights via Bayesian learning

  Jang, H., Skatchkovsky, N. & Simeone, O., 5 Jun 2021, 2021 IEEE Data Science and Learning Workshop, DSLW 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Data Science and Learning Workshop, DSLW 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Energy Conservation 100%
  • Energy Engineering 100%
  • Network Model 100%
  • Energy Efficiency 100%
  • Artificial Neural Network 100%
  12 Scopus citations

• Flexible and Efficient Verifiable Computation on Encrypted Data

  Bois, A., Cascudo, I., Fiore, D. & Kim, D., 2021, Public-Key Cryptography – PKC 2021 - 24th IACR International Conference on Practice and Theory of Public Key Cryptography, 2021, Proceedings. Garay, J. A. (ed.). Springer Science and Business Media Deutschland GmbH, p. 528-558 31 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12711 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ciphertext 100%
  • Encryption Scheme 100%
  • Nondeterministic Computation 49%
  • Privacy Property 49%
  • Hash Function 49%
  30 Scopus citations