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Md Zahangir Alom

Member, IEEE

R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation


May 05, 2021
Dhaval D. Kadia, Md Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan K. Asari

* The paper is under review in a journal 

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GanglionNet: Objectively Assess the Density and Distribution of Ganglion Cells With NABLA-N Network


Jul 05, 2020
Md Zahangir Alom, Raj P. Kapur, TJ Browen, Vijayan K. Asari

* 8 pages, 8 figures, 2 Tables 

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COVID_MTNet: COVID-19 Detection with Multi-Task Deep Learning Approaches


Apr 18, 2020
Md Zahangir Alom, M M Shaifur Rahman, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari

* 11 pages, 15 figures 

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Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks


Apr 25, 2019
Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari

* 7 pages, 7 figures, 2 Tables 

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Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases


Apr 19, 2019
Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari, TJ Bowen, Dave Billiter, Simon Arkell

* 25 pages, 28 figures, 9 tables 

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Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network


Nov 10, 2018
Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari

* 15 pages, 9 figures, 9 tables 

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Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches


Nov 08, 2018
Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari

* 18 pages, 16 figures, 3 Tables 

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The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches


Sep 12, 2018
Md Zahangir Alom, Tarek M. Taha, Christopher Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Brian C Van Esesn, Abdul A S. Awwal, Vijayan K. Asari

* 39 pages, 46 figures, 3 tables. arXiv admin note: text overlap with arXiv:1408.3264, arXiv:1411.4046 

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Bangla License Plate Recognition Using Convolutional Neural Networks (CNN)


Sep 04, 2018
M M Shaifur Rahman, Mst Shamima Nasrin, Moin Mostakim, Md Zahangir Alom

* 6 pages,10 figures 

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Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation


May 29, 2018
Md Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari

* 12 pages, 21 figures, 3 Tables 

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Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks


Feb 10, 2018
Md Zahangir Alom, Peheding Sidike, Mahmudul Hasan, Tark M. Taha, Vijayan K. Asari

* 12 pages,22 figures, 5 tables. arXiv admin note: text overlap with arXiv:1705.02680 

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Effective Quantization Approaches for Recurrent Neural Networks


Feb 07, 2018
Md Zahangir Alom, Adam T Moody, Naoya Maruyama, Brian C Van Essen, Tarek M. Taha

* 8 pages, 23 figures,Submitted to International Joint Conference on Neural Networks (IJCNN) 2018 

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Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System


Feb 07, 2018
Md Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha

* 8 pages, 14 figures. Submitted to International Joint Conference on Neural Networks (IJCNN) 2018 

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Improved Inception-Residual Convolutional Neural Network for Object Recognition


Dec 28, 2017
Md Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari

* 17 pages, 15 figures, 4 tables 

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Handwritten Bangla Digit Recognition Using Deep Learning


May 07, 2017
Md Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari

* 12 pages, 10 figures, 3 tables 

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Inception Recurrent Convolutional Neural Network for Object Recognition


Apr 25, 2017
Md Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha

* 11 pages, 10 figures, 2 tables 

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Robust Multi-view Pedestrian Tracking Using Neural Networks


Apr 21, 2017
Md Zahangir Alom, Tarek M. Taha

* 8 pages, 3 figures 

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