Md. Zahangir Alom

According to our database, Md. Zahangir Alom authored at least 37 papers between 2011 and 2024.

Collaborative distances:

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

2024

Learned Image resizing with efficient training (LRET) facilitates improved performance of large-scale digital histopathology image classification models.

Md. Zahangir Alom, Quynh T. Tran, Brent A. Orr

CoRR, 2024

2022

Comprehensive study of semi-supervised learning for DNA methylation-based supervised classification of central nervous system tumors.

Quynh T. Tran, Md. Zahangir Alom, Brent A. Orr

BMC Bioinform., 2022

2021

Inception recurrent convolutional neural network for object recognition.

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

Mach. Vis. Appl., 2021

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

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

CoRR, 2021

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

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

IEEE Access, 2021

2020

Improved inception-residual convolutional neural network for object recognition.

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

Neural Comput. Appl., 2020

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

Md. Zahangir Alom, Raj P. Kapur, T. J. Bowen, Vijayan K. Asari

CoRR, 2020

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

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

CoRR, 2020

MitosisNet: End-to-End Mitotic Cell Detection by Multi-Task Learning.

Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, T. J. Bowen, Vijayan K. Asari

IEEE Access, 2020

PColorNet: investigating the impact of different color spaces for pathological image classification.

Mst Shamima Nasrin, Md. Zahangir Alom, Tarek M. Taha, Vijayan K. Asari

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2019

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

Md. Zahangir Alom, Chris Yakopcic, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari

J. Digit. Imaging, 2019

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

Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari

CoRR, 2019

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

Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari, T. J. Bowen, Dave Billiter, Simon Arkell

CoRR, 2019

2018

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

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

CoRR, 2018

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

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

CoRR, 2018

Bangla License Plate Recognition Using Convolutional Neural Networks (CNN).

M. M. Shaifur Rahman, Mst Shamima Nasrin, Moin Mostakim, Md. Zahangir Alom

CoRR, 2018

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

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

CoRR, 2018

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

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

CoRR, 2018

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

Md. Zahangir Alom, Paheding Sidike, Mahmudul Hasan, Tarek M. Taha, Vijayan K. Asari

Comput. Intell. Neurosci., 2018

Effective Quantization Approaches for Recurrent Neural Networks.

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

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

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

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

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

A fast single-image super-resolution via directional edge-guided regularized extreme learning regression.

Paheding Sidike, Evan Krieger, Md. Zahangir Alom, Vijayan K. Asari, Tarek M. Taha

Signal Image Video Process., 2017

State Preserving Extreme Learning Machine: A Monotonically Increasing Learning Approach.

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

Neural Process. Lett., 2017

Robust Multi-view Pedestrian Tracking Using Neural Networks.

Md. Zahangir Alom, Tarek M. Taha

CoRR, 2017

Handwritten Bangla Digit Recognition Using Deep Learning.

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

CoRR, 2017

Inception Recurrent Convolutional Neural Network for Object Recognition.

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

CoRR, 2017

Extremely parallel memristor crossbar architecture for convolutional neural network implementation.

Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Network intrusion detection for cyber security on neuromorphic computing system.

Md. Zahangir Alom, Tarek M. Taha

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system.

Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Convolutional sparse coding on neurosynaptic cognitive system.

Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Object recognition using cellular simultaneous recurrent networks and convolutional neural network.

Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

A Reconfigurable Low Power High Throughput Streaming Architecture for Big Data Processing.

Raqibul Hasan, Tarek M. Taha, Md. Zahangir Alom

CoRR, 2016

Memristor crossbar deep network implementation based on a Convolutional neural network.

Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Non-regularized State Preserving Extreme Learning Machine for Natural Scene Classification.

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

Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015

Intrusion Detection Using Deep Belief Network and Extreme Learning Machine.

Md. Zahangir Alom, Venkata Ramesh Bontupalli, Tarek M. Taha

Int. J. Monit. Surveillance Technol. Res., 2015

State Preserving Extreme Learning Machine for face recognition.

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

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2011

Orthogonal Space-Time Codes Based Signal Constellations for MIMO System.

Md. Zahangir Alom, Hyo Jong Lee, Md. Hashem Ali Khan, M. H. Lee

Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011