Jungpil Shin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 46

Top Topics

Machine Learning

Top Venues

Publications

Jungpil Shin, Abu Saleh Musa Miah, Yuto Akiba, Koki Hirooka, Najmul Hassan, Yong Seok Hwang
Korean Sign Language Alphabet Recognition Through the Integration of Handcrafted and Deep Learning-Based Two-Stream Feature Extraction Approach. IEEE Access 12 (2024)
Moshiur Rahman Tonmoy, Abdul Fattah Rakib, Rashik Rahman, Md. Akhtaruzzaman Adnan, Muhammad Firoz Mridha, Jie Huang, Jungpil Shin
A Lightweight Visual Font Style Recognition With Quantized Convolutional Autoencoder. IEEE Open J. Comput. Soc. 5 (2024)
Tahmid Hasan, Md. Abdur Rahim, Jungpil Shin, Satoshi Nishimura, Md. Najmul Hossain
Dynamics of Digital Pen-Tablet: Handwriting Analysis for Person Identification Using Machine and Deep Learning Techniques. IEEE Access 12 (2024)
Muhammad Nazrul Islam, Raiyan Jahangir, Nasif Shahriar Mohim, Md. Wasif-Ul-Islam, Anika Ashraf, Nafiz Imtiaz Khan, Mohammad Ratul Mahjabin, Abu Saleh Musa Miah, Jungpil Shin
A Multilingual Handwriting Learning System for Visually Impaired People. IEEE Access 12 (2024)
Bijon Mallik, Md. Abdur Rahim, Abu Saleh Musa Miah, Keun Soo Yun, Jungpil Shin
Virtual Keyboard: A Real-Time Hand Gesture Recognition-Based Character Input System Using LSTM and Mediapipe Holistic. Comput. Syst. Sci. Eng. 48 (2) (2024)
Jungpil Shin, Yuta Kaneko, Abu Saleh Musa Miah, Najmul Hassan, Satoshi Nishimura
Anomaly Detection in Weakly Supervised Videos Using Multistage Graphs and General Deep Learning Based Spatial-Temporal Feature Enhancement. IEEE Access 12 (2024)
Md Hasib Al Muzdadid Haque Himel, Md. Al Mehedi Hasan, Taro Suzuki, Jungpil Shin
Feature Fusion Based Ensemble of Deep Networks for Acute Leukemia Diagnosis Using Microscopic Smear Images. IEEE Access 12 (2024)
Md. Humaun Kabir, Nadim Ibne Akhtar, Nishat Tasnim, Abu Saleh Musa Miah, Hyoun-Sup Lee, Si-Woong Jang, Jungpil Shin
Exploring Feature Selection and Classification Techniques to Improve the Performance of an Electroencephalography-Based Motor Imagery Brain-Computer Interface System. Sensors 24 (15) (2024)
Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Satoshi Nishimura, Jungpil Shin
Sign Language Recognition Using Graph and General Deep Neural Network Based on Large Scale Dataset. IEEE Access 12 (2024)
Md. Maniruzzaman, Koki Hirooka, Yoichi Tomioka, Md. Al Mehedi Hasan, Yong Seok Hwang, Akiko Megumi, Akira Yasumura, Jungpil Shin
Machine Learning-Based ADHD Detection From fNIRs Signal During Reverse Stroop Tasks. IEEE Access 12 (2024)
Md. Ahsan Habib, Md. Anwar Hussen Wadud, Lubna Yeasmin Pinky, Mehedi Hasan Talukder, Mohammad Motiur Rahman, Muhammad F. Mridha, Yuichi Okuyama, Jungpil Shin
GACnet-Text-to-Image Synthesis With Generative Models Using Attention Mechanisms With Contrastive Learning. IEEE Access 12 (2024)
Manato Kakizaki, Abu Saleh Musa Miah, Koki Hirooka, Jungpil Shin
Dynamic Japanese Sign Language Recognition Throw Hand Pose Estimation Using Effective Feature Extraction and Classification Approach. Sensors 24 (3) (2024)
Showrov Islam, Md. Tarek Aziz, Hadiur Rahman Nabil, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsinul Kabir, Nobuyoshi Asai, Jungpil Shin
Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications, and Challenges. IEEE Access 12 (2024)
Jungpil Shin, Masahiro Matsumoto, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Yuki Hagihara, Naoki Kotsuki, Satomi Inomata-Terada, Yasuo Terao, Shunsuke Kobayashi
Classification of Hand-Movement Disabilities in Parkinson's Disease Using a Motion-Capture Device and Machine Learning. IEEE Access 12 (2024)
Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Yoichi Tomioka, Jungpil Shin
Hand Gesture Recognition for Multi-Culture Sign Language Using Graph and General Deep Learning Network. IEEE Open J. Comput. Soc. 5 (2024)
Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Yuichi Okuyama, Yoichi Tomioka, Jungpil Shin
Spatial-temporal attention with graph and general neural network-based sign language recognition. Pattern Anal. Appl. 27 (2) (2024)
Md. Abrar Jahin, Saleh Akram Naife, Fatema Tuj Johora Lima, Muhammad Firoz Mridha, Jungpil Shin
Analyzing Male Domestic Violence through Exploratory Data Analysis and Explainable Machine Learning Insights. CoRR (2024)
Jungpil Shin, Yuta Uchida, Md. Maniruzzaman, Koki Hirooka, Akiko Megumi, Akira Yasumura
Online Handwriting-Based Gender Recognition Using Statistical and Machine Learning Approaches. IEEE Access 12 (2024)
Md. Maniruzzaman, Md. Al Mehedi Hasan, Nobuyoshi Asai, Jungpil Shin
Optimal Channels and Features Selection Based ADHD Detection From EEG Signal Using Statistical and Machine Learning Techniques. IEEE Access 11 (2023)
Jamin Rahman Jim, Md. Tanzib Hosain, Muhammad F. Mridha, Md. Mohsinul Kabir, Jungpil Shin
Toward Trustworthy Metaverse: Advancements and Challenges. IEEE Access 11 (2023)
Md. Al Mehedi Hasan, Md. Maniruzzaman, Jungpil Shin
Gene Expression and Metadata Based Identification of Key Genes for Hepatocellular Carcinoma Using Machine Learning and Statistical Models. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Md. Abrar Jahin, Md Sakib Hossain Shovon, Jungpil Shin, Istiyaque Ahmed Ridoy, Yoichi Tomioka, Muhammad F. Mridha
Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques. CoRR (2023)
Ruhul Amin, Md. Shamim Reza, Md. Maniruzzaman, Md. Al Mehedi Hasan, Hyoun-Sup Lee, Si-Woong Jang, Jungpil Shin
Intensive Statistical Exploration to Identify Osteoporosis Predisposing Factors and Optimizing Recognition Performance With Integrated GP Kernels. IEEE Access 11 (2023)
Jungpil Shin, Sota Konnai, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Akiko Megumi, Akira Yasumura
Identifying ADHD for Children With Coexisting ASD From fNIRs Signals Using Deep Learning Approach. IEEE Access 11 (2023)
Md. Maniruzzaman, Md. Al Mehedi Hasan, Taro Suzuki, Jungpil Shin
Identification of Children with ADHD from EEG Signals Based on Entropy Measures and Support Vector Machine. EUVIP (2023)
Jungpil Shin, Md. Maniruzzaman, Yuta Uchida, Md. Al Mehedi Hasan, Akiko Megumi, Akira Yasumura
Handwriting-Based ADHD Detection for Children Having ASD Using Machine Learning Approaches. IEEE Access 11 (2023)
Sami Ullah, Amjad Saleem, Najmul Hassan, Ghulam Muhammad, Jungpil Shin, Qurratul-Ain Minhas, Muhammad Kamran Khan
Reliable and Delay Aware Routing Protocol for Underwater Wireless Sensor Networks. IEEE Access 11 (2023)
Md. Abrar Jahin, Md Sakib Hossain Shovon, Md. Saiful Islam, Jungpil Shin, Muhammad F. Mridha, Yuichi Okuyama
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network. CoRR (2023)
Iffat Farhana, Jungpil Shin, Shabbir Mahmood, Md. Rabiul Islam, Md. Khademul Islam Molla
Emotion Recognition Using Narrowband Spatial Features of Electroencephalography. IEEE Access 11 (2023)
Muhammad Mohsin Kabir, Jungpil Shin, Muhammad F. Mridha
Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks. IEEE Access 11 (2023)
Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan, Yuichi Okuyama, Nobuyoshi Asai
Dynamic Hand Gesture Recognition Using Effective Feature Extraction and Attention Based Deep Neural Network. MCSoC (2023)
Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman
Identifying Users based on their Activity Pattern using Machine Learning. ICECC (2023)
Krishna Mridha, Md. Mezbah Uddin, Jungpil Shin, Susan Khadka, Muhammad F. Mridha
An Interpretable Skin Cancer Classification Using Optimized Convolutional Neural Network for a Smart Healthcare System. IEEE Access 11 (2023)
Yoshiyuki Saito, Ningyi Xie, Jungpil Shin, Xinwei Lee, Dongsheng Cai, Nobuyoshi Asai
Iterative Refinement Quantum Amplitude Estimation. MCSoC (2023)
Kumarmangal Roy, Muneer Ahmad, Norjihan Binti Abdul Ghani, Jia Uddin, Jungpil Shin
An Automated Precise Authentication of Vehicles for Enhancing the Visual Security Protocols. Inf. 14 (8) (2023)
Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan, Yusuke Fujimoto, Nobuyoshi Asai
Skeleton-based Hand Gesture Recognition using Geometric Features and Spatio-Temporal Deep Learning Approach. EUVIP (2023)
Md Sakib Hossain Shovon, Shakrin Jahan Mozumder, Osim Kumar Pal, Muhammad F. Mridha, Nobuyoshi Asai, Jungpil Shin
PlantDet: A Robust Multi-Model Ensemble Method Based on Deep Learning For Plant Disease Detection. IEEE Access 11 (2023)
Istiak Mahmud, Md. Mohsinul Kabir, Jungpil Shin, Chayan Mistry, Yoichi Tomioka, Muhammad F. Mridha
Advancing Wildlife Protection: Mask R-CNN for Rail Track Identification and Unwanted Object Detection. IEEE Access 11 (2023)
Sugaya Shun, Yuichi Okuyama, Shintomi Yuta, Kusano Ryota, Tanaka Kohsuke, Jungpil Shin, Nishimura Satoshi
Generating Realistic Images with NeRF for Training of Autonomous Driving Network. MCSoC (2023)
Osim Kumar Pal, Md Sakib Hossain Shovon, Muhammad F. Mridha, Jungpil Shin
A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges. CoRR (2023)
Krishna Mridha, Sandesh Ghimire, Jungpil Shin, Anmol Aran, Md. Mezbah Uddin, Muhammad F. Mridha
Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study With a Web Application for Early Intervention. IEEE Access 11 (2023)
Abdullah Al Shiam, Sadi Md. Redwan, Md. Humaun Kabir, Jungpil Shin
A Neural Attention-Based Encoder-Decoder Approach for English to Bangla Translation. Comput. Sci. J. Moldova 31 (1) (2023)
Hasan Shahriar, Md. Saiful Islam, Md. Abrar Jahin, Istiyaque Ahmed Ridoy, Taro Suzuki, Jungpil Shin
Exploring Internet of Things Adoption Challenges in Manufacturing Firms: A Fuzzy Analytical Hierarchy Process Approach. CoRR (2023)
Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman
Hand Gesture Authentication Using Optimal Feature Selection and Dynamic Time Warping based K-nearest Neighbor. ICECC (2022)
Abu Saleh Musa Miah, Mumtahina Afroz Mouly, Chandrika Debnath, Jungpil Shin, S. M. Sadakatul Bari
Event-Related Potential Classification Based on EEG Data Using xDWAN with MDM and KNN. COMS2 (2021)
Md. Al Mehedi Hasan, Jungpil Shin, Utsha Das, Azmain Yakin Srizon
Identifying Prognostic Features for Predicting Heart Failure by Using Machine Learning Algorithm. ICBET (2021)