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Manifold-aligned Neighbor Embedding



Mohammad Tariqul Islam , Jason W. Fleischer

* Accepted at the ICLR 2022 Workshop on Geometrical and Topological Representation Learning 

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A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals



Sakib Mahmud , Nabil Ibtehaz , Amith Khandakar , Anas Tahir , Tawsifur Rahman , Khandaker Reajul Islam , Md Shafayet Hossain , M. Sohel Rahman , Mohammad Tariqul Islam , Muhammad E. H. Chowdhury

* 22 pages, Figure 8, Table 13 

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Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms



Arafat Rahman , Muhammad E. H. Chowdhury , Amith Khandakar , Serkan Kiranyaz , Kh Shahriya Zaman , Mamun Bin Ibne Reaz , Mohammad Tariqul Islam , Muhammad Abdul Kadir

* 16 pages, 11 Figures, 7 tables 

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A Unified Learning Approach for Hand Gesture Recognition and Fingertip Detection



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

* 19 pages, 7 figures, Manuscript Submitted to the Pattern Recognition, Elsevier Science Publishers, 2020 

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Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images



Tawsifur Rahman , Amith Khandakar , Yazan Qiblawey , Anas Tahir , Serkan Kiranyaz , Saad Bin Abul Kashem , Mohammad Tariqul Islam , Somaya Al Maadeed , Susu M Zughaier , Muhammad Salman Khan , Muhammad E. H. Chowdhury

* 34 pages, 6 Tables, 11 Figures 

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



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

* 14 figures, 16 pages, 8 tables 

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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

* Accepted in International Conference on new Trends in Computer Sciences (ICTCS), Amman-Jordan, 2017 

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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

* Accepted in International Conference on new Trends in Computer Sciences (ICTCS), Amman, Jordan, 2017 

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