A Problem Specific Real-Time Image Recognition for Detecting Error on Tiles Image. - M. Ashraful Amin; Abul L. Haque (CISST, 2003)

The (7, 4, 1)-Hamming Code and a Non Euclidean Geometry. - M. Ashraful Amin; Partha Pratim Dey (IKE, 2003)

An algorithm to find area and area based feature of image objects and its application in image matching. - M. Ashraful Amin; Nitin V. Afzulpurkar; Shamim Akhter (ICIG, 2004)

Fuzzy-C-Mean Determines the Principle Component Pairs to Estimate the Degree of Emotion from Facial Expressions. - M. Ashraful Amin; Nitin V. Afzulpurkar; Matthew N. Dailey; Vatcharaporn Esichaikul; Dentcho N. Batanov (FSKD (1), 2005)

A Suitable Neural Network to Detect Textile Defects. - Md. Atiqul Islam; Shamim Akhter; Tamnun E. Mursalin; M. Ashraful Amin (ICONIP (2), 2006)

An Empirical Study on the Characteristics of Gabor Representations for Face Recognition. - M. Ashraful Amin; Hong Yan 001 (Int. J. Pattern Recognit. Artif. Intell., 2009)

Rapid feature extraction for Bangla handwritten digit recognition. - M. Zahid Hossain; M. Ashraful Amin; Hong Yan 001 (ICMLC, 2011)

Face recognition accuracy of Gabor phase representations at different scales and orientations. - Iqbal Nouyed; Bruce Poon; M. Ashraful Amin; Hong Yan 001 (ICMLC, 2011)

Performance evaluation and comparison of PCA Based human face recognition methods for distorted images. - Bruce Poon; M. Ashraful Amin; Hong Yan 001 (Int. J. Mach. Learn. Cybern., 2011)

High speed detection of retinal blood vessels in fundus image using phase congruency. - M. Ashraful Amin; Hong Yan 001 (Soft Comput., 2011)

Fundus phase congruency based biometrics system. - M. Islamuddin Ahmed; Bruce Poon; Md. Jewel; M. Ashraful Amin; Hong Yan 001 (ICMLC, 2012)

Dermatological disease diagnosis using color-skin images. - M. Shamsul Arifin; Muhammad Golam Kibria; Adnan Firoze; M. Ashraful Amin; Hong Yan 001 (ICMLC, 2012)

Rapid Feature Extraction for Optical Character Recognition - M. Zahid Hossain; M. Ashraful Amin; Hong Yan 001 (CoRR, 2012)

Multiple level set region based single line road extraction. - Khondekar Mahabub Akram; Mirza M. Lutfe Elahi; M. Ashraful Amin (ICMLC, 2013)

Bangla text processing and recognition based on Fuzzy unsupervised Feature Extraction and SVM. - Mohammad Alaul Haque Monil; Md. S. Q. Zulkar Nine; Bruce Poon; M. Ashraful Amin; Hong Yan 001 (ICMLC, 2013)

Noise filtering and occurrence identification of mouse ultrasonic vocalization call. - Nancy Yu Song; Jerome Nicon; Biao Min; Ray C. C. Cheung; M. Ashraful Amin; Hong Yan 001 (ICMLC, 2013)

Recognizing Bangladeshi Currency for Visually Impaired. - Mohammad M. Rahman; Bruce Poon; M. Ashraful Amin; Hong Yan 001 (ICMLC (CCIS volume), 2014)

Retina based biometric authentication using phase congruency. - M. Islamuddin Ahmed; M. Ashraful Amin; Bruce Poon; Hong Yan 001 (Int. J. Mach. Learn. Cybern., 2014)

Dual iris matching for biometric identification. - K. M. Iftakhar Hasan; M. Ashraful Amin (Signal Image Video Process., 2014)

Cognitive Task Classificaiton from Wireless EEG. - Shuvo Kumar Paul; Md. S. Q. Zulkar Nine; Mahady Hasan; M. Ashraful Amin (BIH, 2015)

Overview of the ImageCLEF 2015 Medical Clustering Task. - M. Ashraful Amin; Mahmood Kazi Mohammed (CLEF (Working Notes), 2015)

General Overview of ImageCLEF at the CLEF 2015 Labs. - Mauricio Villegas; Henning Müller; Andrew Gilbert; Luca Piras 001; Josiah Wang; Krystian Mikolajczyk; Alba Garcia Seco de Herrera; Stefano Bromuri; M. Ashraful Amin; Mahmood Kazi Mohammed; Burak Acar; Suzan Üsküdarli; et al. (CLEF, 2015)

Teaching & Learning System for Diagnostic Imaging - Phase I: X-Ray Image Analysis & Retrieval. - M. S. Shahriar Faruque; Shourav Banik; Mahmood Kazi Mohammed; Mahady Hasan; M. Ashraful Amin (CSEDU (1), 2015)

Fusion based approach to discovering social circles in EGO networks. - A. Kamal; Mirza M. Lutfe Elahi; Bruce Poon; M. Ashraful Amin (ICMLC, 2015)

Efficient Construction of UV-Diagram. - M. Zahid Hossain; Mahady Hasan; M. Ashraful Amin (ICSI (3), 2015)

Spatial Subdivision of Gabriel Graph. - M. Zahid Hossain; Mohammad Abdul Wahid; Mahady Hasan; M. Ashraful Amin (ICSI (3), 2015)

High speed detection of optical disc in retinal fundus image. - M. Islamuddin Ahmed; M. Ashraful Amin (Signal Image Video Process., 2015)

A study on the discriminating characteristics of Gabor phase-face and an improved method for face recognition. - Iqbal Nouyed; Bruce Poon; M. Ashraful Amin; Hong Yan 001 (Int. J. Mach. Learn. Cybern., 2016)

Video Category Classification Using Wireless EEG. - Aunnoy K. Mutasim; Rayhan Sardar Tipu; Mohammad Raihanul Bashar; M. Ashraful Amin (BI, 2017)

Bangladeshi Number Plate Detection: Cascade Learning vs. Deep Learning. - Mir Pias; Aunnoy K. Mutasim; M. Ashraful Amin (CBMI, 2017)

Effect of Artefact Removal Techniques on EEG Signals for Video Category Classification. - Aunnoy K. Mutasim; Mohammad Raihanul Bashar; Rayhan Sardar Tipu; Md Kafiul Islam; M. Ashraful Amin (ICPR, 2018)

Eye-Gaze to Screen Location Mapping for UI Evaluation of Webpages. - Md Sazzad Hossain; Amin Ahsan Ali; M. Ashraful Amin (ICGSP, 2019)

Medicine Recognition from Colors and Text. - Tanjina Piash Proma; Md. Zakir Hossan; M. Ashraful Amin (ICGSP, 2019)

Human Activity Recognition from Wearable Sensor Data Using Self-Attention. - Saif Mahmud; M. Tanjid Hasan Tonmoy; Kishor Kumar Bhaumik; A K M Mahbubur Rahman; M. Ashraful Amin; Mohammad Shoyaib; Muhammad Asif Hossain Khan; Amin Ahsan Ali (ECAI, 2020)

A Low-Cost Wearable Rehabilitation Device. - Jahedul Anowar; Amin Ahsan Ali; M. Ashraful Amin (ICCAE, 2020)

A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model. - Fahim Faisal Niloy; Arif; Abu Bakar Siddik Nayem; Anis Sarker; Ovi Paul; M. Ashraful Amin; Amin Ahsan Ali; Moinul Islam Zaber; A. K. M. Mahbubur Rahman (ICPR, 2020)

Using Microsoft Kinect V2 for Custom Upper-Limb Rehabilitation Exercises. - Shourav Bin Rabbani; Amin Ahsan Ali; M. Ashraful Amin (SoCPaR, 2020)

LULC Segmentation of RGB Satellite Image Using FCN-8. - Abu Bakar Siddik Nayem; Anis Sarker; Ovi Paul; Amin Ahsan Ali; Md. Ashraful Amin; A K M Mahbubur Rahman (CoRR, 2020)

Modeling Traffic Congestion in Developing Countries using Google Maps Data. - Md. Aktaruzzaman Pramanik; Md. Mahbubur Rahman; A. S. M. Iftekhar Anam; Amin Ahsan Ali; M. Ashraful Amin; A K M Mahbubur Rahman (CoRR, 2020)

Deep-learning coupled with novel classification method to classify the urban environment of the developing world. - Qianwei Cheng; A K M Mahbubur Rahman; Anis Sarker; Abu Bakar Siddik Nayem; Ovi Paul; Amin Ahsan Ali; M. Ashraful Amin; Ryosuke Shibasaki; Moinul Islam Zaber (CoRR, 2020)

Visual attention-based comparative study on disaster detection from social media images. - Arif; M. Ashraful Amin; Amin Ahsan Ali; A. K. M. Mahhubur Rahman (Innov. Syst. Softw. Eng., 2020)

'Unmochon': A Tool to Combat Online Sexual Harassment over Facebook Messenger. - Sharifa Sultana; Mitrasree Deb; Ananya Bhattacharjee; Shaid Hasan; S. M. Raihanul Alam; Trishna Chakraborty; Prianka Roy; Samira Fairuz Ahmed; Aparna Moitra; M. Ashraful Amin; A. K. M. Najmul Islam; Syed Ishtiaque Ahmed (CHI, 2021)

Attention Toward Neighbors: A Context Aware Framework For High Resolution Image Segmentation. - Fahim Faisal Niloy; M. Ashraful Amin; Amin Ahsan Ali; AKM Mahbubur Rahman (ICIP, 2021)

Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network. - Amit Roy; Kashob Kumar Roy; Amin Ahsan Ali; M. Ashraful Amin; A. K. M. Mahbubur Rahman (IJCNN, 2021)

Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation. - Kashob Kumar Roy; Amit Roy; A. K. M. Mahbubur Rahman; M. Ashraful Amin; Amin Ahsan Ali (IJCNN, 2021)

Structure-Aware Hierarchical Graph Pooling using Information Bottleneck. - Kashob Kumar Roy; Amit Roy; A. K. M. Mahbubur Rahman; M. Ashraful Amin; Amin Ahsan Ali (IJCNN, 2021)

SST-GNN: Simplified Spatio-Temporal Traffic Forecasting Model Using Graph Neural Network. - Amit Roy; Kashob Kumar Roy; Amin Ahsan Ali; M. Ashraful Amin; A. K. M. Mahbubur Rahman (PAKDD (3), 2021)

Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition. - M. Tanjid Hasan Tonmoy; Saif Mahmud; A. K. M. Mahbubur Rahman; M. Ashraful Amin; Amin Ahsan Ali (PAKDD (3), 2021)

A Novel Disaster Image Dataset and Characteristics Analysis using Attention Model. - Fahim Faisal Niloy; Arif; Abu Bakar Siddik Nayem; Anis Sarker; Ovi Paul; M. Ashraful Amin; Amin Ahsan Ali; Moinul Islam Zaber; A. K. M. Mahbubur Rahman (CoRR, 2021)

Deep Dive into Semi-Supervised ELBO for Improving Classification Performance. - Fahim Faisal Niloy; M. Ashraful Amin; A. K. M. Mahbubur Rahman; Amin Ahsan Ali (CoRR, 2021)

Cascaded DNNs for detecting the position and orientation of Left Ventricle from 3D CT Scans. - Magnus Caspersen; Md. Sayed Tanveer; A. S. M. Shihavuddin; M. M. Mahbubul Syeed; Md Hasan Maruf; M. Ashraful Amin; Faisal M. Uddin (IVMSP, 2022)

ECG Signal Classification Using Transfer Learning and Convolutional Neural Networks. - Tanzila Tahsin Mayabee; Kazi Tahsinul Haque; Saadia Binte Alam; Rashedur Rahman; M. Ashraful Amin; Syoji Kobashi (TCCE, 2022)

Variational Stacked Local Attention Networks for Diverse Video Captioning. - Tonmoay Deb; Akib Sadmanee; Kishor Kumar Bhaumik; Amin Ahsan Ali; M. Ashraful Amin; A. K. M. Mahbubur Rahman (WACV, 2022)

Exploration of EEG-Based Depression Biomarkers Identification Techniques and Their Applications: A Systematic Review. - Antora Dev; Nipa Roy; Md Kafiul Islam; Chiranjeeb Biswas; Helal Uddin Ahmed; Md. Ashraful Amin; Farhana Sarker; Ravi Vaidyanathan; Khondaker Abdullah Al Mamun (IEEE Access, 2022)

Recent Trends in Non-invasive Neural Recording Based Brain-to-Brain Synchrony Analysis on Multidisciplinary Human Interactions for Understanding Brain Dynamics: A Systematic Review. - Tahnia Nazneen; Iffath Binta Islam; Md. Sakibur Rahman Sajal; Wasifa Jamal; M. Ashraful Amin; Ravi Vaidyanathan; Tom Chau; Khondaker Abdullah Al Mamun (Frontiers Comput. Neurosci., 2022)

Medical Personal Protective Equipment Detection Using YOLOV7. - Md. Anas Ali; Mahmudul Haque; Saadia Binte Alam; Rashedur Rahman; Md. Ashraful Amin; Syoji Kobashi (ICMLC, 2023)

An Integrated System for Stroke Rehabilitation Exercise Assessment Using KINECT v2 and Machine Learning. - Minhajul Islam; Mairan Sultana; Eshtiak Ahmed; Ashraful Islam; A. K. M. Mahbubur Rahman; Amin Ahsan Ali; M. Ashraful Amin (IHCI (1), 2023)

Morphological classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs. - Mir Sazzat Hossain; Sugandha Roy; K. M. B. Asad; Arshad Momen; Amin Ahsan Ali; M. Ashraful Amin; A. K. M. Mahbubur Rahman (INNS DLIA@IJCNN, 2023)

Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning. - Sefatul Wasi; Saadia Binte Alam; Rashedur Rahman; M. Ashraful Amin; Syoji Kobashi (ISMVL, 2023)

EDAL: Entropy based Dynamic Attention Loss for HateSpeech Classification. - Md Fahim; Amin Ahsan Ali; Md. Ashraful Amin; A. K. M. Mahbubur Rahman (PACLIC, 2023)

Students' Attention Classification During Class Lecture Using BCI and Machine Learning: A Pathway Towards Neurofeedback-Based Learning. - Farhan Ishtiaque; Erina Binte Motahar; Md. Sakibur Rahman Sajal; M. Ashraful Amin; Farhana Sarker; Khondaker Abdullah Al Mamun (SKIMA, 2023)

Improving the Performance of Transformer-Based Models Over Classical Baselines in Multiple Transliterated Languages. - Fahim Ahmed; Md Fahim; Md. Ashraful Amin; Amin Ahsan Ali; AKM Mahabubur Rahman (ECAI, 2024)

Lightweight Recurrent Neural Network for Image Super-Resolution. - Mir Sazzat Hossain; AKM Mahbubur Rahman; Md. Ashraful Amin; Amin Ahsan Ali (ICIP, 2024)

Using Transformers for Emotion Recognition in Bangla Text: A Comparative Study of MultiBERT and BanglaBERT with Data Augmentation. - Nabarun Halder; Tanjina Piash Proma; Jahanggir Hossain Setu; Arafat Noor; Ashraful Islam; M. Ashraful Amin (ICMLA, 2024)

TinyLLM Efficacy in Low-Resource Language: An Experiment on Bangla Text Classification Task. - Farhan Noor Dehan; Md Fahim; AKM Mahabubur Rahman; M. Ashraful Amin; Amin Ahsan Ali (ICPR (19), 2024)

Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection. - Jahanggir Hossain Setu; Md. Shazzad Hossain; Nabarun Halder; Ashraful Islam; M. Ashraful Amin (ICPR (2), 2024)

How Good are LM and LLMs in Bangla Newspaper Article Summarization? - Faria Sultana; Md. Tahmid Hasan Fuad; Md Fahim; Rahat Rizvi Rahman; Meheraj Hossain; M. Ashraful Amin; A. K. M. Mahbubur Rahman; Amin Ahsan Ali (ICPR (20), 2024)

BD-SAT: High-resolution Land Use Land Cover Dataset & Benchmark Results for Developing Division: Dhaka, BD. - Ovi Paul; Abu Bakar Siddik Nayem; Anis Sarker; Amin Ahsan Ali; M. Ashraful Amin; A. K. M. Mahbubur Rahman (CoRR, 2024)

DM-Codec: Distilling Multimodal Representations for Speech Tokenization. - Md Mubtasim Ahasan; Md Fahim; Tasnim Mohiuddin; A. K. M. Mahbubur Rahman; Aman Chadha; Tariq Iqbal; M. Ashraful Amin; Md Mofijul Islam; Amin Ahsan Ali (CoRR, 2024)

Improving User Engagement and Learning Outcomes in LLM-Based Python Tutor: A Study of PACE. - Muhtasim Ibteda Shochcho; Mohammad Ashfaq Ur Rahman; Shadman Rohan; Ashraful Islam; Hasnain Heickal; AKM Mahbubur Rahman; M. Ashraful Amin; Amin Ahsan Ali (CHI Extended Abstracts, 2025)

Internet Disconnection as a Risk to Cross-Border Human Rights. - Zinnat Sultana; Rokeya Akter; Tanveer Ehsanur Rahman; Hasan Shahid Ferdous; Teresa Wulandari; M. Ashraful Amin; Syed Ishtiaque Ahmed; Sharifa Sultana (CHI Extended Abstracts, 2025)

Initial Design of a Serious Game for Reducing Risks of Prenatal Excessive Gestational Weight Gain in Bangla. - Tabriji Islam; Khandaker Umme Salma; Newaz Ben Alam; Ratna Saha; Ashraful Islam; M. Ashraful Amin (HCI (58), 2025)

Designing HepCare App: Promoting Hepatitis Prevention and Awareness in Bangladesh. - Mst. Shikha Khatun; Anikah Hossain; Sumaiya Akter; Md Abu Sayed; Ashraful Islam; M. Ashraful Amin (HCI (58), 2025)

Designing a Mobile App for a National Liver Cancer Registry in Bangladesh. - Nuha Najibah; Nahin Fatima; Md Alimuzzaman Farsi; Md. Abu Sayed; Ashraful Islam; M. Ashraful Amin; Md. Fazal Karim (HCI (58), 2025)

Early-Stage Development of a Handwritten Prescription Interpretation App for Bangladeshi Citizens. - Bushra Rahman; Afsana Rubyat; Mohammad Faiyaz Uz Zaman; Nabarun Halder; Ashraful Islam; M. Ashraful Amin (HCI (58), 2025)

Emotion Recognition in Bangla Text: An Ensemble Approach with Data Augmentation using BanglaBERT and MultiBERT. - Nabarun Halder; Armun Alam; Jahanggir Hossain Setu; Ashraful Islam; M. Ashraful Amin (ICCAE, 2025)

Analyzing Machine Learning Models for Multiclass Classification of Human Stress Levels: Comparison Between Balanced and Imbalanced Data. - Nabarun Halder; Armun Alam; Jahanggir Hossain Setu; Asif Mahmood; Ashraful Islam; M. Ashraful Amin (KST, 2025)

RSTHFS: A Rough Set Theory-Based Hybrid Feature Selection Method for Phishing Website Classification. - Jahanggir Hossain Setu; Nabarun Halder; Ashraful Islam; M. Ashraful Amin (IEEE Access, 2025)

FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning. - Rakibul Hasan Rajib; Md. Akil Raihan Iftee; Mir Sazzat Hossain; A. K. M. Mahbubur Rahman; Sajib Mistry; M. Ashraful Amin; Amin Ahsan Ali (CoRR, 2025)

RGC-Bent: A Novel Dataset for Bent Radio Galaxy Classification. - Mir Sazzat Hossain; K. M. B. Asad; Payaswini Saikia; Adrita Khan; Md. Akil Raihan Iftee; Rakibul Hasan Rajib; Arshad Momen; M. Ashraful Amin; Amin Ahsan Ali; A. K. M. Mahbubur Rahman (CoRR, 2025)

BD Open LULC Map: High-resolution land use land cover mapping & benchmarking for urban development in Dhaka, Bangladesh. - Mir Sazzat Hossain; Ovi Paul; Md. Akil Raihan Iftee; Rakibul Hasan Rajib; Abu Bakar Siddik Nayem; Anis Sarker; Arshad Momen; Md. Ashraful Amin; Amin Ahsan Ali; A. K. M. Mahbubur Rahman (CoRR, 2025)