Jeonghwan Gwak

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 62

Top Topics

Object Tracking

Abnormal Event Detection

Resource Planning

Top Venues

Publications

Naeem Jan, Jeonghwan Gwak, Shoukat Hussain, Abdul Nasir
Mathematical Investigation of Communication and Network Securities Under Interval-Valued Complex Spherical Fuzzy Information. Int. J. Fuzzy Syst. 26 (1) (2024)
Naeem Jan, Jeonghwan Gwak, Muhammet Deveci, Vladimir Simic, Jurgita Antucheviciene
Mathematical analysis of big data analytics under bipolar complex fuzzy soft information. Appl. Soft Comput. 157 (2024)
Naeem Jan, Jeonghwan Gwak, Dragan Pamucar, Hyoungku Kang
An integrated complex T-spherical fuzzy set and soft set model for quantum computing and energy resource planning. Inf. Sci. 661 (2024)
Zafran Khan, Jeonghwan Gwak, Naima Iltaf, Witold Pedrycz, Moongu Jeon
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media. J. Big Data 11 (1) (2024)
Saeed Ahmad, Zahid Ullah, Jeonghwan Gwak
Multi-teacher cross-modal distillation with cooperative deep supervision fusion learning for unimodal segmentation. Knowl. Based Syst. 297 (2024)
Zahid Ullah, Muhammad Usman, Jeonghwan Gwak
MTSS-AAE: Multi-task semi-supervised adversarial autoencoding for COVID-19 detection based on chest X-ray images. Expert Syst. Appl. 216 (2023)
Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Sahar Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umme Hani Asif, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak
A Recent Survey of Vision Transformers for Medical Image Segmentation. CoRR (2023)
Muhammad Umar Farooq, Zahid Ullah, Asifullah Khan, Jeonghwan Gwak
DC-AAE: Dual channel adversarial autoencoder with multitask learning for KL-grade classification in knee radiographs. Comput. Biol. Medicine 167 (2023)
Momina Liaqat Ali, Zunaira Rauf, Asifullah Khan, Anabia Sohail, Rafi Ullah, Jeonghwan Gwak
CB-HVT Net: A Channel-Boosted Hybrid Vision Transformer Network for Lymphocyte Detection in Histopathological Images. IEEE Access 11 (2023)
Jeonghwan Gwak, Harish Garg, Naeem Jan
Investigation of Robotics Technology Based on Bipolar Complex Intuitionistic Fuzzy Soft Relation. Int. J. Fuzzy Syst. 25 (5) (2023)
Muhammad Umar Farooq, Zahid Ullah, Jeonghwan Gwak
Residual attention based uncertainty-guided mean teacher model for semi-supervised breast masses segmentation in 2D ultrasonography. Comput. Medical Imaging Graph. 104 (2023)
Muhammad Umar Farooq, Zahid Ullah, Jeonghwan Gwak
Ensemble CNNs for Breast Tumor Classification. CoRR (2023)
Naeem Jan, Jeonghwan Gwak, Dragan Pamucar
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information. Appl. Soft Comput. 137 (2023)
Naeem Jan, Jeonghwan Gwak, Dragan Pamucar
A robust hybrid decision making model for Human-Computer interaction in the environment of Bipolar complex picture fuzzy soft Sets. Inf. Sci. 645 (2023)
Naeem Jan, Jeonghwan Gwak, Jiaming Pei, Rabia Maqsood, Abdul Nasir
Analysis of Networks and Digital Systems by Using the Novel Technique Based on Complex Fuzzy Soft Information. IEEE Trans. Consumer Electron. 69 (2) (2023)
Xufeng Hu, Younghoon Jeon, Jeonghwan Gwak
FFTransMOT: Feature-Fused Transformer for Enhanced Multi-Object Tracking. IEEE Access 11 (2023)
Zeeshan Ali, Tahir Mahmood, Jeonghwan Gwak, Naeem Jan
A novel extended Portuguese of Interactive and Multi-Criteria Decision Making and Archimedean Bonferroni mean operators based on prospect theory to select green supplier with complex q-rung orthopair fuzzy information. CAAI Trans. Intell. Technol. 8 (1) (2023)
Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges. CoRR (2023)
Momina Liaqat Ali, Zunaira Rauf, Asifullah Khan, Anabia Sohail, Rafi Ullah, Jeonghwan Gwak
CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images. CoRR (2023)
Naeem Jan, Jeonghwan Gwak, Dragan Pamucar, Luis Martínez
Hybrid integrated decision-making model for operating system based on complex intuitionistic fuzzy and soft information. Inf. Sci. 651 (2023)
Jinhee Park, Sehyeon Jang, Jeonghwan Gwak, Byeong C. Kim, Jang Jae Lee, Kyu Yeong Choi, Kun Ho Lee, Sung Chan Jun, Gil-Jin Jang, Sangtae Ahn
Individualized diagnosis of preclinical Alzheimer's Disease using deep neural networks. Expert Syst. Appl. 210 (2022)
Zahid Ullah, Muhammad Usman, Moongu Jeon, Jeonghwan Gwak
Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation. Inf. Sci. 608 (2022)
Muhammad Arif Arshad, Saddam Hussain Khan, Suleman Qamar, Muhammad Waleed Khan, Iqbal Murtza, Jeonghwan Gwak, Asifullah Khan
Drone Navigation Using Region and Edge Exploitation-Based Deep CNN. IEEE Access 10 (2022)
Suleman Qamar, Saddam Hussain Khan, Muhammad Arif Arshad, Maryam Qamar, Jeonghwan Gwak, Asifullah Khan
Autonomous Drone Swarm Navigation and Multitarget Tracking With Island Policy-Based Optimization Framework. IEEE Access 10 (2022)
Hyunsu Jeong, Hyunwook Kim, Jiwon Yoon, Kyungsup Go, Jeonghwan Gwak
OVASO: Integrated binary CNN models to classify COVID-19, pneumonia and healthy lung in X-ray images. Int. J. Imaging Syst. Technol. 32 (4) (2022)
Hoyeon Ahn, Yoojin Hong, Hyunguk Choi, Jeonghwan Gwak, Moongu Jeon
Tiny Asymmetric Feature Normalized Network for Person Re-Identification System. IEEE Access 10 (2022)
Jongmin Yu, Jung-Gyun Kim, Jeonghwan Gwak, Byung-Geun Lee, Moongu Jeon
Abnormal event detection using adversarial predictive coding for motion and appearance. Inf. Sci. 586 (2022)
Naeem Jan, Jeonghwan Gwak, Younghoon Jeon, Bushra Akram
Investigation of Blockchain Technology by Using the Innovative Concepts of Complex Pythagorean Fuzzy Soft Information. Complex. 2022 (2022)
Naeem Jan, Rabia Maqsood, Abdul Nasir, Muhammad Arif, Jeonghwan Gwak
A Predictive Analysis of Key Factors Defining the Successful International Trades in the Environment of Complex Cubic Fuzzy Information. Int. J. Fuzzy Syst. 24 (6) (2022)
Jaeyong Kang, Jeonghwan Gwak
Ensemble of multi-task deep convolutional neural networks using transfer learning for fruit freshness classification. Multim. Tools Appl. 81 (16) (2022)
Muhammad Fayaz, Jawad Haider, Muhammad Bilal Qureshi, Muhammad Shuaib Qureshi, Shabana Habib, Jeonghwan Gwak
An Effective Classification Methodology for Brain MRI Classification Based on Statistical Features, DWT and Blended ANN. IEEE Access 9 (2021)
Muhammad Fayaz, Nurlan Torokeldiev, Samat Turdumamatov, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Jeonghwan Gwak
An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network. Sensors 21 (22) (2021)
Abdul Nasir, Naeem Jan, Jeonghwan Gwak, Sami Ullah Khan
Investigation of Financial Track Records by Using Some Novel Concepts of Complex q-Rung Orthopair Fuzzy Information. IEEE Access 9 (2021)
Junaid Khan, Muhammad Fayaz, Ayyaz Hussain, Shah Khalid, Wali Khan Mashwani, Jeonghwan Gwak
An Improved Alpha Beta Filter Using a Deep Extreme Learning Machine. IEEE Access 9 (2021)
Jaeyong Kang, Zahid Ullah, Jeonghwan Gwak
MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers. Sensors 21 (6) (2021)
Jaeyong Kang, Jeonghwan Gwak
Corrections to "Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images". IEEE Access 8 (2020)
Thi Kieu Khanh Ho, Jeonghwan Gwak
Utilizing Knowledge Distillation in Deep Learning for Classification of Chest X-Ray Abnormalities. IEEE Access 8 (2020)
Kwangjin Yoon, Jeonghwan Gwak, Young-min Song, Young-Chul Yoon, Moongu Jeon
OneShotDA: Online Multi-Object Tracker With One-Shot-Learning-Based Data Association. IEEE Access 8 (2020)
Junho Ahn, Thi Kieu Khanh Ho, Jaeyong Kang, Jeonghwan Gwak
Using Artificial Intelligence Methods for Dental Image Analysis: State-of-the-Art Reviews. J. Medical Imaging Health Informatics 10 (11) (2020)
Jaeyong Kang, Jeonghwan Gwak
KD-ResUNet++: Automatic Polyp Segmentation via Self-Knowledge Distillation. MediaEval (2020)
Thi Kieu Khanh Ho, Jeonghwan Gwak
Toward Deep Learning Approaches for Learning Structure Motifs and Classifying Biological Sequences From RNA A-to-I Editing Events. IEEE Access 7 (2019)
Thi Kieu Khanh Ho, Jeonghwan Gwak, Om Prakash, Jong-In Song, Chang Min Park
Utilizing Pretrained Deep Learning Models for Automated Pulmonary Tuberculosis Detection Using Chest Radiography. ACIIDS (2) (2019)
Jeonghwan Gwak, Juho Jung, Ryumduck Oh, Manbok Park, Mukhammad Abdu Kayumbek Rakhimov, Junho Ahn
A Review of Intelligent Self-Driving Vehicle Software Research. KSII Trans. Internet Inf. Syst. 13 (11) (2019)
Thi Kieu Khanh Ho, Jeonghwan Gwak, Chang Min Park, Jong-In Song
Discrimination of Mental Workload Levels From Multi-Channel fNIRS Using Deep Leaning-Based Approaches. IEEE Access 7 (2019)
Changyon Kim, Jeonghwan Gwak, Daeyoung Shim, Moongu Jeon
A framework for automatically constructing a dataset for training a vehicle detector. Int. J. Comput. Vis. Robotics 9 (2) (2019)
Jaeyong Kang, Jeonghwan Gwak
Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images. IEEE Access 7 (2019)
Manish Khare, Prashant K. Srivastava, Jeonghwan Gwak, Ashish Khare
A Multiresolution Approach for Content-Based Image Retrieval Using Wavelet Transform of Local Binary Pattern. ACIIDS (2) (2018)
Chanuk Lim, Jeonghwan Gwak, Moongu Jeon
Configuration of a min-cost flow network for data association in multi-object tracking. Int. J. Comput. Vis. Robotics 8 (6) (2018)
Ehwa Yang, Jeonghwan Gwak, Moongu Jeon
Multi-human tracking using part-based appearance modelling and grouping-based tracklet association for visual surveillance applications. Multim. Tools Appl. 76 (5) (2017)
Jeonghwan Gwak
Multi-object tracking through learning relational appearance features and motion patterns. Comput. Vis. Image Underst. 162 (2017)
Jeonghwan Gwak, Geunpyo Park, Moongu Jeon
Viewpoint Invariant Person Re-Identification for Global Multi-Object Tracking with Non-Overlapping Cameras. KSII Trans. Internet Inf. Syst. 11 (4) (2017)
Manish Khare, Jeonghwan Gwak, Moongu Jeon
Complex wavelet transform-based approach for human action recognition in video. ICCAIS (2017)
Ehwa Yang, Jeonghwan Gwak, Moongu Jeon
Conditional Random Field (CRF)-Boosting: Constructing a Robust Online Hybrid Boosting Multiple Object Tracker Facilitated by CRF Learning. Sensors 17 (3) (2017)
Hae-Rim Shin, Jeonghwan Gwak, Jongmin Yu, Moongu Jeon
Feature flow-based abnormal event detection using a scene-adaptive cuboid determination method. ICCAIS (2016)
Yongsang Yoon, Jeonghwan Gwak, Jong-In Song, Moongu Jeon
Conditional marked point process-based crowd counting in sparsely and moderately crowded scenes. ICCAIS (2016)
Ahlam Mallak, Jeonghwan Gwak, Jong-In Song, Sang-Woong Lee
Computational and Comparative Study on Multiple Kernel Learning Approaches for the Classification Problem of Alzheimer's Disease. ICTCC (2016)
Jongmin Yu, Jeonghwan Gwak, SeongJong Noh, Moongu Jeon
Abnormal Event Detection using Scene Partitioning by Regional Activity Pattern Analysis. VISIGRAPP (3: VISAPP) (2016)
Jongmin Yu, Jeonghwan Gwak, Moongu Jeon
Gaussian-Poisson mixture model for anomaly detection of crowd behaviour. ICCAIS (2016)
Jeonghwan Gwak, Moongu Jeon, Witold Pedrycz
Bolstering efficient SSGAs based on an ensemble of probabilistic variable-wise crossover strategies. Soft Comput. 20 (6) (2016)
Jongmin Yu, Jeonghwan Gwak, Sejeong Lee, Moongu Jeon
An incremental learning approach for restricted boltzmann machines. ICCAIS (2015)
Jie Sheng Tham, Yoong Choon Chang, Mohammad Faizal Ahmad Fauzi, Jeonghwan Gwak
Object recognition using depth information of a consumer depth camera. ICCAIS (2015)
Gyeong-Soo Noh, Jeonghwan Gwak, Moongu Jeon
A systematic framework for real-time online multi-object tracking. ICCAIS (2015)
Hyunguk Choi, Jeonghwan Gwak, Hyeonseung Song, Hong-Gyoo Sohn
An efficient object detection algorithm for large-size images based on a hierarchical semantic grouping approach. ICCAIS (2014)
Jeonghwan Gwak, Moongu Jeon
An improved kernel-induced possibilistic fuzzy c-means clustering algorithm based on dispersion control. ICCAIS (2014)
Jeonghwan Gwak, Kwang Mong Sim, Moongu Jeon
Novel dynamic diversity controlling EAs for coevolving optimal negotiation strategies. Inf. Sci. 273 (2014)
Jeonghwan Gwak, Moongu Jeon
A robust real-coded genetic algorithm using an ensemble of crossover operators. GECCO (Companion) (2013)
Jeonghwan Gwak, Kwang Mong Sim
A novel method for coevolving PS-optimizing negotiation strategies using improved diversity controlling EDAs. Appl. Intell. 38 (3) (2013)
Jeonghwan Gwak, Kwang Mong Sim
An augmented EDA with dynamic diversity control and local neighborhood search for coevolution of optimal negotiation strategies. Appl. Intell. 38 (4) (2013)
Jeonghwan Gwak, Kwang Mong Sim
Novel dynamic diversity controlling EDA and its application to automated bilateral negotiation. BIC-TA (2010)