Mohammad Tariqul Islam

According to our database, Mohammad Tariqul Islam authored at least 17 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction.

Mohammad Tariqul Islam, Jason W. Fleischer

Trans. Mach. Learn. Res., 2026

2025

Manifold Approximation leads to Robust Kernel Alignment.

Mohammad Tariqul Islam, Du Liu, Deblina Sarkar

CoRR, October, 2025

2024

Outlier Detection in Large Radiological Datasets Using UMAP.

Mohammad Tariqul Islam, Jason W. Fleischer

Proceedings of the Topology- and Graph-Informed Imaging Informatics, 2024

2022

Unified learning approach for egocentric hand gesture recognition and fingertip detection.

Mohammad Mahmudul Alam, Mohammad Tariqul Islam, S. M. Mahbubur Rahman

Pattern Recognit., 2022

Manifold-aligned Neighbor Embedding.

Mohammad Tariqul Islam, Jason W. Fleischer

CoRR, 2022

2021

A Unified Learning Approach for Hand Gesture Recognition and Fingertip Detection.

Mohammad Mahmudul Alam, Mohammad Tariqul Islam, S. M. Mahbubur Rahman

CoRR, 2021

Prediction of instantaneous likeability of advertisements using deep learning.

Dipayan Saha, S. M. Mahbubur Rahman, Mohammad Tariqul Islam, M. Omair Ahmad, M. N. S. Swamy

Cogn. Comput. Syst., 2021

2019

Estimation of affective dimensions using CNN-based features of audiovisual data.

Ramesh Basnet, Mohammad Tariqul Islam, Tamanna Howlader, S. M. Mahbubur Rahman, Dimitrios Hatzinakos

Pattern Recognit. Lett., 2019

SPECMAR: fast heart rate estimation from PPG signal using a modified spectral subtraction scheme with composite motion artifacts reference generation.

Mohammad Tariqul Islam, Sk. Tanvir Ahmed, Celia Shahnaz, Shaikh Anowarul Fattah

Medical Biol. Eng. Comput., 2019

2018

Mixed Gaussian-impulse noise reduction from images using convolutional neural network.

Mohammad Tariqul Islam, S. M. Mahbubur Rahman, M. Omair Ahmad, M. N. S. Swamy

Signal Process. Image Commun., 2018

Biometric Authentication Using CNN Features of Dorsal Vein Pattern Extracted from NIR Image.

Rafat Jamal Tazim, Md. Messal Monem Miah, Sanzida Sayedul Surma, Mohammad Tariqul Islam, Celia Shahnaz, Shaikh Anowarul Fattah

Proceedings of the TENCON 2018, 2018

Configurable Digital Hearing Aid System with Reduction of Noise for Speech Enhancement Using Spectral Subtraction Method and Frequency Dependent Amplification.

Biswajit Saha, Shakil Khan, Celia Shahnaz, Shaikh Anowarul Fattah, Mohammad Tariqul Islam, Asir Intisar Khan

Proceedings of the TENCON 2018, 2018

2017

CNN-Based Prediction of Frame-Level Shot Importance for Video Summarization.

Mohaiminul Al Nahian, A. S. M. Iftekhar, Mohammad Tariqul Islam, S. M. Mahbubur Rahman, Dimitrios Hatzinakos

CoRR, 2017

Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional States.

Ramesh Basnet, Mohammad Tariqul Islam, Tamanna Howlader, S. M. Mahbubur Rahman, Dimitrios Hatzinakos

CoRR, 2017

Abnormality Detection and Localization in Chest X-Rays using Deep Convolutional Neural Networks.

Mohammad Tariqul Islam, Md Abdul Aowal, Ahmed Tahseen Minhaz, Khalid Ashraf

CoRR, 2017

A time-frequency domain approach of heart rate estimation from photoplethysmographic (PPG) signal.

Mohammad Tariqul Islam, Ishmam Zabir, Sk. Tanvir Ahamed, Md. Tahmid Yasar, Celia Shahnaz, Shaikh Anowarul Fattah

Biomed. Signal Process. Control., 2017

Wrist-card: PPG sensor based wrist wearable unit for low cost personalized cardio healthcare system.

Shaikh Anowarul Fattah, Mohammad Mahinur Rahman, Nafis Mustakin, Mohammad Tariqul Islam, Asir Intisar Khan, Celia Shahnaz

Proceedings of the IEEE Global Humanitarian Technology Conference, 2017