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ORCIDM. Ashraful Amin
Md. Ashraful Amin
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2020 – today
- 2024
[c49]Fahim Ahmed, Md Fahim, Md. Ashraful Amin, Amin Ahsan Ali, AKM Mahabubur Rahman:
Improving the Performance of Transformer-Based Models Over Classical Baselines in Multiple Transliterated Languages. ECAI 2024: 4043-4050- [c48]Faria Sultana, Md. Tahmid Hasan Fuad, Md Fahim, Rahat Rizvi Rahman, Meheraj Hossain, M. Ashraful Amin, A. K. M. Mahbubur Rahman, Amin Ahsan Ali:
How Good are LM and LLMs in Bangla Newspaper Article Summarization? ICPR (20) 2024: 72-86 - [c47]Jahanggir Hossain Setu, Md. Shazzad Hossain, Nabarun Halder, Ashraful Islam, M. Ashraful Amin:
Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection. ICPR (2) 2024: 351-365 - [c46]Farhan Noor Dehan, Md Fahim, AKM Mahabubur Rahman, M. Ashraful Amin, Amin Ahsan Ali:
TinyLLM Efficacy in Low-Resource Language: An Experiment on Bangla Text Classification Task. ICPR (19) 2024: 472-487 - [i17]Ovi Paul, Abu Bakar Siddik Nayem, Anis Sarker, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
BD-SAT: High-resolution Land Use Land Cover Dataset & Benchmark Results for Developing Division: Dhaka, BD. CoRR abs/2406.05912 (2024) - [i16]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:
DM-Codec: Distilling Multimodal Representations for Speech Tokenization. CoRR abs/2410.15017 (2024) - 2023
- [c45]Md. Anas Ali, Mahmudul Haque, Saadia Binte Alam, Rashedur Rahman
, Md. Ashraful Amin, Syoji Kobashi:
Medical Personal Protective Equipment Detection Using YOLOV7. ICMLC 2023: 242-247 - [c44]Minhajul Islam, Mairan Sultana, Eshtiak Ahmed, Ashraful Islam, A. K. M. Mahbubur Rahman, Amin Ahsan Ali, M. Ashraful Amin:
An Integrated System for Stroke Rehabilitation Exercise Assessment Using KINECT v2 and Machine Learning. IHCI (1) 2023: 207-213 - [c43]Mir Sazzat Hossain, Sugandha Roy, K. M. B. Asad, Arshad Momen, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
Morphological classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs. INNS DLIA@IJCNN 2023: 601-612 - [c42]Sefatul Wasi, Saadia Binte Alam, Rashedur Rahman, M. Ashraful Amin, Syoji Kobashi:
Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning. ISMVL 2023: 54-58 - [c41]Md Fahim, Amin Ahsan Ali, Md. Ashraful Amin, A. K. M. Mahbubur Rahman:
EDAL: Entropy based Dynamic Attention Loss for HateSpeech Classification. PACLIC 2023: 775-785 - [c40]Farhan Ishtiaque, Erina Binte Motahar, Md. Sakibur Rahman Sajal, M. Ashraful Amin, Farhana Sarker, Khondaker Abdullah Al Mamun:
Students' Attention Classification During Class Lecture Using BCI and Machine Learning: A Pathway Towards Neurofeedback-Based Learning. SKIMA 2023: 1-6 - [i15]Mir Sazzat Hossain, Sugandha Roy, K. M. B. Asad, Arshad Momen, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs. CoRR abs/2306.00031 (2023) - 2022
- [j10]Antora Dev, Nipa Roy, Md Kafiul Islam, Chiranjeeb Biswas, Helal Uddin Ahmed, Md. Ashraful Amin, Farhana Sarker, Ravi Vaidyanathan, Khondaker Abdullah Al Mamun:
Exploration of EEG-Based Depression Biomarkers Identification Techniques and Their Applications: A Systematic Review. IEEE Access 10: 16756-16781 (2022) - [j9]Tahnia Nazneen, Iffath Binta Islam, Md. Sakibur Rahman Sajal, Wasifa Jamal, M. Ashraful Amin, Ravi Vaidyanathan, Tom Chau, Khondaker Abdullah Al Mamun:
Recent Trends in Non-invasive Neural Recording Based Brain-to-Brain Synchrony Analysis on Multidisciplinary Human Interactions for Understanding Brain Dynamics: A Systematic Review. Frontiers Comput. Neurosci. 16 (2022) - [c39]Magnus Caspersen, Md. Sayed Tanveer, A. S. M. Shihavuddin, M. M. Mahbubul Syeed, Md Hasan Maruf, M. Ashraful Amin, Faisal M. Uddin:
Cascaded DNNs for detecting the position and orientation of Left Ventricle from 3D CT Scans. IVMSP 2022: 1-5 - [c38]Tanzila Tahsin Mayabee, Kazi Tahsinul Haque, Saadia Binte Alam, Rashedur Rahman, M. Ashraful Amin, Syoji Kobashi:
ECG Signal Classification Using Transfer Learning and Convolutional Neural Networks. TCCE 2022: 243-254 - [c37]Tonmoay Deb, Akib Sadmanee, Kishor Kumar Bhaumik, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
Variational Stacked Local Attention Networks for Diverse Video Captioning. WACV 2022: 2493-2502 - [i14]Tonmoay Deb, Akib Sadmanee, Kishor Kumar Bhaumik, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
Variational Stacked Local Attention Networks for Diverse Video Captioning. CoRR abs/2201.00985 (2022) - 2021
- [c36]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:
'Unmochon': A Tool to Combat Online Sexual Harassment over Facebook Messenger. CHI 2021: 707:1-707:18 - [c35]Fahim Faisal Niloy, M. Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman:
Attention Toward Neighbors: A Context Aware Framework For High Resolution Image Segmentation. ICIP 2021: 2279-2283 - [c34]Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network. IJCNN 2021: 1-8 - [c33]Kashob Kumar Roy, Amit Roy, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali:
Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation. IJCNN 2021: 1-8 - [c32]Kashob Kumar Roy, Amit Roy, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali:
Structure-Aware Hierarchical Graph Pooling using Information Bottleneck. IJCNN 2021: 1-8 - [c31]Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
SST-GNN: Simplified Spatio-Temporal Traffic Forecasting Model Using Graph Neural Network. PAKDD (3) 2021: 90-102 - [c30]M. Tanjid Hasan Tonmoy, Saif Mahmud, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali:
Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition. PAKDD (3) 2021: 351-363 - [i13]M. Tanjid Hasan Tonmoy, Saif Mahmud, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali:
Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition. CoRR abs/2103.04279 (2021) - [i12]Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network. CoRR abs/2104.00055 (2021) - [i11]Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman:
Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network. CoRR abs/2104.12518 (2021) - [i10]Kashob Kumar Roy, Amit Roy, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali:
Structure-Aware Hierarchical Graph Pooling using Information Bottleneck. CoRR abs/2104.13012 (2021) - [i9]Kashob Kumar Roy, Amit Roy, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali:
Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation. CoRR abs/2104.13014 (2021) - [i8]Fahim Faisal Niloy, M. Ashraful Amin, Amin Ahsan Ali, A. K. M. Mahbubur Rahman:
Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation. CoRR abs/2106.12902 (2021) - [i7]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:
A Novel Disaster Image Dataset and Characteristics Analysis using Attention Model. CoRR abs/2107.01284 (2021) - [i6]Fahim Faisal Niloy, M. Ashraful Amin, A. K. M. Mahbubur Rahman, Amin Ahsan Ali:
Deep Dive into Semi-Supervised ELBO for Improving Classification Performance. CoRR abs/2108.12734 (2021) - 2020
- [j8]Arif, M. Ashraful Amin, Amin Ahsan Ali, A. K. M. Mahhubur Rahman:
Visual attention-based comparative study on disaster detection from social media images. Innov. Syst. Softw. Eng. 16(3): 309-319 (2020) - [c29]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:
Human Activity Recognition from Wearable Sensor Data Using Self-Attention. ECAI 2020: 1332-1339 - [c28]Jahedul Anowar, Amin Ahsan Ali, M. Ashraful Amin:
A Low-Cost Wearable Rehabilitation Device. ICCAE 2020: 125-128 - [c27]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:
A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model. ICPR 2020: 5115-5122 - [c26]Shourav Bin Rabbani, Amin Ahsan Ali, M. Ashraful Amin:
Using Microsoft Kinect V2 for Custom Upper-Limb Rehabilitation Exercises. SoCPaR 2020: 508-519 - [i5]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:
Human Activity Recognition from Wearable Sensor Data Using Self-Attention. CoRR abs/2003.09018 (2020) - [i4]Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, Amin Ahsan Ali, Md. Ashraful Amin, A K M Mahbubur Rahman:
LULC Segmentation of RGB Satellite Image Using FCN-8. CoRR abs/2008.10736 (2020) - [i3]Md. Aktaruzzaman Pramanik, Md. Mahbubur Rahman, A. S. M. Iftekhar Anam, Amin Ahsan Ali, M. Ashraful Amin, A K M Mahbubur Rahman:
Modeling Traffic Congestion in Developing Countries using Google Maps Data. CoRR abs/2011.02359 (2020) - [i2]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:
Deep-learning coupled with novel classification method to classify the urban environment of the developing world. CoRR abs/2011.12847 (2020)
2010 – 2019
- 2019
- [c25]Tanjina Piash Proma, Md. Zakir Hossan, M. Ashraful Amin:
Medicine Recognition from Colors and Text. ICGSP 2019: 39-43 - [c24]Md Sazzad Hossain, Amin Ahsan Ali, M. Ashraful Amin:
Eye-Gaze to Screen Location Mapping for UI Evaluation of Webpages. ICGSP 2019: 100-104 - 2018
- [c23]Aunnoy K. Mutasim, M. Raihanul Bashar, Rayhan Sardar Tipu, Md Kafiul Islam, M. Ashraful Amin:
Effect of Artefact Removal Techniques on EEG Signals for Video Category Classification. ICPR 2018: 3513-3518 - 2017
- [c22]Aunnoy K. Mutasim, Rayhan Sardar Tipu, M. Raihanul Bashar, M. Ashraful Amin:
Video Category Classification Using Wireless EEG. BI 2017: 39-48 - [c21]Mir Pias, Aunnoy K. Mutasim, M. Ashraful Amin:
Bangladeshi Number Plate Detection: Cascade Learning vs. Deep Learning. CBMI 2017: 13:1-13:6 - 2016
- [j7]Iqbal Nouyed, Bruce Poon, M. Ashraful Amin, Hong Yan:
A study on the discriminating characteristics of Gabor phase-face and an improved method for face recognition. Int. J. Mach. Learn. Cybern. 7(6): 1115-1130 (2016) - 2015
- [j6]M. Islamuddin Ahmed, M. Ashraful Amin:
High speed detection of optical disc in retinal fundus image. Signal Image Video Process. 9(1): 77-85 (2015) - [c20]Shuvo Kumar Paul, Md. S. Q. Zulkar Nine, Mahady Hasan, M. Ashraful Amin:
Cognitive Task Classificaiton from Wireless EEG. BIH 2015: 13-22 - [c19]M. Ashraful Amin, Mahmood Kazi Mohammed:
Overview of the ImageCLEF 2015 Medical Clustering Task. CLEF (Working Notes) 2015 - [c18]Mauricio Villegas, Henning Müller, Andrew Gilbert, Luca Piras, Josiah Wang, Krystian Mikolajczyk, Alba Garcia Seco de Herrera, Stefano Bromuri, M. Ashraful Amin, Mahmood Kazi Mohammed, Burak Acar, Suzan Üsküdarli, Neda Barzegar Marvasti, José Francisco Aldana Montes, María del Mar Roldán García:
General Overview of ImageCLEF at the CLEF 2015 Labs. CLEF 2015: 444-461 - [c17]M. S. Shahriar Faruque, Shourav Banik, Mahmood Kazi Mohammed, Mahady Hasan, M. Ashraful Amin:
Teaching & Learning System for Diagnostic Imaging - Phase I: X-Ray Image Analysis & Retrieval. CSEDU (1) 2015: 430-435 - [c16]A. Kamal, Mirza M. Lutfe Elahi, Bruce Poon, M. Ashraful Amin:
Fusion based approach to discovering social circles in EGO networks. ICMLC 2015: 511-517 - [c15]M. Zahid Hossain, Mohammad Abdul Wahid, Mahady Hasan, M. Ashraful Amin:
Spatial Subdivision of Gabriel Graph. ICSI (3) 2015: 321-328 - [c14]M. Zahid Hossain, Mahady Hasan, M. Ashraful Amin:
Efficient Construction of UV-Diagram. ICSI (3) 2015: 329-340 - 2014
- [j5]M. Islamuddin Ahmed, M. Ashraful Amin, Bruce Poon, Hong Yan:
Retina based biometric authentication using phase congruency. Int. J. Mach. Learn. Cybern. 5(6): 933-945 (2014) - [j4]K. M. Iftakhar Hasan, M. Ashraful Amin:
Dual iris matching for biometric identification. Signal Image Video Process. 8(8): 1605-1611 (2014) - [c13]Mohammad M. Rahman, Bruce Poon, M. Ashraful Amin, Hong Yan:
Recognizing Bangladeshi Currency for Visually Impaired. ICMLC (CCIS volume) 2014: 129-135 - 2013
- [c12]Khondekar Mahabub Akram, Mirza M. Lutfe Elahi, M. Ashraful Amin:
Multiple level set region based single line road extraction. ICMLC 2013: 1201-1206 - [c11]Nancy Yu Song, Jerome Nicon, Biao Min, Ray C. C. Cheung, M. Ashraful Amin, Hong Yan:
Noise filtering and occurrence identification of mouse ultrasonic vocalization call. ICMLC 2013: 1218-1223 - [c10]Mohammad Alaul Haque Monil, Md. S. Q. Zulkar Nine, Bruce Poon, M. Ashraful Amin, Hong Yan:
Bangla text processing and recognition based on Fuzzy unsupervised Feature Extraction and SVM. ICMLC 2013: 1272-1278 - 2012
- [c9]M. Islamuddin Ahmed, Bruce Poon, Md. Jewel, M. Ashraful Amin, Hong Yan:
Fundus phase congruency based biometrics system. ICMLC 2012: 1668-1674 - [c8]M. Shamsul Arifin, Muhammad Golam Kibria, Adnan Firoze, M. Ashraful Amin, Hong Yan:
Dermatological disease diagnosis using color-skin images. ICMLC 2012: 1675-1680 - [i1]M. Zahid Hossain, M. Ashraful Amin, Hong Yan:
Rapid Feature Extraction for Optical Character Recognition. CoRR abs/1206.0238 (2012) - 2011
- [j3]Bruce Poon, M. Ashraful Amin, Hong Yan:
Performance evaluation and comparison of PCA Based human face recognition methods for distorted images. Int. J. Mach. Learn. Cybern. 2(4): 245-259 (2011) - [j2]M. Ashraful Amin, Hong Yan:
High speed detection of retinal blood vessels in fundus image using phase congruency. Soft Comput. 15(6): 1217-1230 (2011) - [c7]Iqbal Nouyed, Bruce Poon, M. Ashraful Amin, Hong Yan:
Face recognition accuracy of Gabor phase representations at different scales and orientations. ICMLC 2011: 1767-1772 - [c6]M. Zahid Hossain, M. Ashraful Amin, Hong Yan:
Rapid feature extraction for Bangla handwritten digit recognition. ICMLC 2011: 1832-1837
2000 – 2009
- 2009
- [j1]M. Ashraful Amin, Hong Yan:
An Empirical Study on the Characteristics of Gabor Representations for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 23(3): 401-431 (2009) - 2006
- [c5]Md. Atiqul Islam, Shamim Akhter, Tamnun E. Mursalin, M. Ashraful Amin:
A Suitable Neural Network to Detect Textile Defects. ICONIP (2) 2006: 430-438 - 2005
- [c4]M. Ashraful Amin, Nitin V. Afzulpurkar, Matthew N. Dailey, Vatcharaporn Esichaikul, Dentcho N. Batanov:
Fuzzy-C-Mean Determines the Principle Component Pairs to Estimate the Degree of Emotion from Facial Expressions. FSKD (1) 2005: 484-493 - 2004
- [c3]M. Ashraful Amin, Nitin V. Afzulpurkar, Shamim Akhter:
An algorithm to find area and area based feature of image objects and its application in image matching. ICIG 2004: 540-543 - 2003
- [c2]M. Ashraful Amin, Abul L. Haque:
A Problem Specific Real-Time Image Recognition for Detecting Error on Tiles Image. CISST 2003: 512-518 - [c1]M. Ashraful Amin, Partha Pratim Dey:
The (7, 4, 1)-Hamming Code and a Non Euclidean Geometry. IKE 2003: 677-681
Coauthor Index
A. K. M. Mahbubur Rahman
aka: A. K. M. Mahhubur Rahman
aka: A K M Mahbubur Rahman
aka: AKM Mahbubur Rahman
aka: A. K. M. Mahhubur Rahman
aka: A K M Mahbubur Rahman
aka: AKM Mahbubur Rahman
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