M. Ashraful Amin

Orcid: 0000-0003-2330-9775

According to our database1, M. Ashraful Amin authored at least 67 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
DM-Codec: Distilling Multimodal Representations for Speech Tokenization.
CoRR, 2024

BD-SAT: High-resolution Land Use Land Cover Dataset & Benchmark Results for Developing Division: Dhaka, BD.
CoRR, 2024

How Good are LM and LLMs in Bangla Newspaper Article Summarization?
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

TinyLLM Efficacy in Low-Resource Language: An Experiment on Bangla Text Classification Task.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Improving the Performance of Transformer-Based Models Over Classical Baselines in Multiple Transliterated Languages.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Students' Attention Classification During Class Lecture Using BCI and Machine Learning: A Pathway Towards Neurofeedback-Based Learning.
Proceedings of the 15th International Conference on Software, 2023

EDAL: Entropy based Dynamic Attention Loss for HateSpeech Classification.
Proceedings of the 37th Pacific Asia Conference on Language, 2023

Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning.
Proceedings of the 53rd IEEE International Symposium on Multiple-Valued Logic, 2023

Morphological classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

An Integrated System for Stroke Rehabilitation Exercise Assessment Using KINECT v2 and Machine Learning.
Proceedings of the Intelligent Human Computer Interaction - 15th International Conference, 2023

Medical Personal Protective Equipment Detection Using YOLOV7.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

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.
Frontiers Comput. Neurosci., 2022

Exploration of EEG-Based Depression Biomarkers Identification Techniques and Their Applications: A Systematic Review.
IEEE Access, 2022

Variational Stacked Local Attention Networks for Diverse Video Captioning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

ECG Signal Classification Using Transfer Learning and Convolutional Neural Networks.
TCCE, 2022

Cascaded DNNs for detecting the position and orientation of Left Ventricle from 3D CT Scans.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

2021
Deep Dive into Semi-Supervised ELBO for Improving Classification Performance.
CoRR, 2021

A Novel Disaster Image Dataset and Characteristics Analysis using Attention Model.
CoRR, 2021

Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

SST-GNN: Simplified Spatio-Temporal Traffic Forecasting Model Using Graph Neural Network.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Structure-Aware Hierarchical Graph Pooling using Information Bottleneck.
Proceedings of the International Joint Conference on Neural Networks, 2021

Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2021

Attention Toward Neighbors: A Context Aware Framework For High Resolution Image Segmentation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

'Unmochon': A Tool to Combat Online Sexual Harassment over Facebook Messenger.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Visual attention-based comparative study on disaster detection from social media images.
Innov. Syst. Softw. Eng., 2020

Deep-learning coupled with novel classification method to classify the urban environment of the developing world.
CoRR, 2020

Modeling Traffic Congestion in Developing Countries using Google Maps Data.
CoRR, 2020

LULC Segmentation of RGB Satellite Image Using FCN-8.
CoRR, 2020

Using Microsoft Kinect V2 for Custom Upper-Limb Rehabilitation Exercises.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Low-Cost Wearable Rehabilitation Device.
Proceedings of the ICCAE 2020: 12th International Conference on Computer and Automation Engineering, 2020

Human Activity Recognition from Wearable Sensor Data Using Self-Attention.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Medicine Recognition from Colors and Text.
Proceedings of the 3rd International Conference on Graphics and Signal Processing, 2019

Eye-Gaze to Screen Location Mapping for UI Evaluation of Webpages.
Proceedings of the 3rd International Conference on Graphics and Signal Processing, 2019

2018
Effect of Artefact Removal Techniques on EEG Signals for Video Category Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Bangladeshi Number Plate Detection: Cascade Learning vs. Deep Learning.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

Video Category Classification Using Wireless EEG.
Proceedings of the Brain Informatics - International Conference, 2017

2016
A study on the discriminating characteristics of Gabor phase-face and an improved method for face recognition.
Int. J. Mach. Learn. Cybern., 2016

2015
High speed detection of optical disc in retinal fundus image.
Signal Image Video Process., 2015

Spatial Subdivision of Gabriel Graph.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Efficient Construction of UV-Diagram.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Fusion based approach to discovering social circles in EGO networks.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

Teaching & Learning System for Diagnostic Imaging - Phase I: X-Ray Image Analysis & Retrieval.
Proceedings of the CSEDU 2015, 2015


Overview of the ImageCLEF 2015 Medical Clustering Task.
Proceedings of the Working Notes of CLEF 2015, 2015

Cognitive Task Classificaiton from Wireless EEG.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014
Dual iris matching for biometric identification.
Signal Image Video Process., 2014

Retina based biometric authentication using phase congruency.
Int. J. Mach. Learn. Cybern., 2014

Recognizing Bangladeshi Currency for Visually Impaired.
Proceedings of the Machine Learning and Cybernetics, 2014

2013
Noise filtering and occurrence identification of mouse ultrasonic vocalization call.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Bangla text processing and recognition based on Fuzzy unsupervised Feature Extraction and SVM.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Multiple level set region based single line road extraction.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
Rapid Feature Extraction for Optical Character Recognition
CoRR, 2012

Dermatological disease diagnosis using color-skin images.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Fundus phase congruency based biometrics system.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011
High speed detection of retinal blood vessels in fundus image using phase congruency.
Soft Comput., 2011

Performance evaluation and comparison of PCA Based human face recognition methods for distorted images.
Int. J. Mach. Learn. Cybern., 2011

Face recognition accuracy of Gabor phase representations at different scales and orientations.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Rapid feature extraction for Bangla handwritten digit recognition.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2009
An Empirical Study on the Characteristics of Gabor Representations for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2009

2006
A Suitable Neural Network to Detect Textile Defects.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005
Fuzzy-C-Mean Determines the Principle Component Pairs to Estimate the Degree of Emotion from Facial Expressions.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004
An algorithm to find area and area based feature of image objects and its application in image matching.
Proceedings of the Third International Conference on Image and Graphics, 2004

2003
The (7, 4, 1)-Hamming Code and a Non Euclidean Geometry.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003

A Problem Specific Real-Time Image Recognition for Detecting Error on Tiles Image.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003


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