Md. Zahangir Alom

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 40

Top Topics

Convolutional Neural Network

Extreme Learning Machine

Object Recognition

Scene Classification

Top Venues

Int. J. Monit. Surveillance Technol. Res.

Publications

Md. Zahangir Alom, Quynh T. Tran, Brent A. Orr
Learned Image resizing with efficient training (LRET) facilitates improved performance of large-scale digital histopathology image classification models. CoRR (2024)
Quynh T. Tran, Md. Zahangir Alom, Brent A. Orr
Comprehensive study of semi-supervised learning for DNA methylation-based supervised classification of central nervous system tumors. BMC Bioinform. 23 (1) (2022)
Dhaval D. Kadia, Md. Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan K. Asari
R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation. CoRR (2021)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Inception recurrent convolutional neural network for object recognition. Mach. Vis. Appl. 32 (1) (2021)
Dhaval D. Kadia, Md. Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan K. Asari
U3D: Recurrent Residual 3D U-Net for Lung Segmentation. IEEE Access 9 (2021)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Improved inception-residual convolutional neural network for object recognition. Neural Comput. Appl. 32 (1) (2020)
Mst Shamima Nasrin, Md. Zahangir Alom, Tarek M. Taha, Vijayan K. Asari
PColorNet: investigating the impact of different color spaces for pathological image classification. Medical Imaging: Digital Pathology (2020)
Md. Zahangir Alom, M. M. Shaifur Rahman, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari
COVID_MTNet: COVID-19 Detection with Multi-Task Deep Learning Approaches. CoRR (2020)
Md. Zahangir Alom, Raj P. Kapur, T. J. Bowen, Vijayan K. Asari
GanglionNet: Objectively Assess the Density and Distribution of Ganglion Cells With NABLA-N Network. CoRR (2020)
Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, T. J. Bowen, Vijayan K. Asari
MitosisNet: End-to-End Mitotic Cell Detection by Multi-Task Learning. IEEE Access 8 (2020)
Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks. CoRR (2019)
Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari, T. J. Bowen, Dave Billiter, Simon Arkell
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases. CoRR (2019)
Md. Zahangir Alom, Chris Yakopcic, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. J. Digit. Imaging 32 (4) (2019)
Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. IJCNN (2018)
Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha
Effective Quantization Approaches for Recurrent Neural Networks. CoRR (2018)
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
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches. CoRR (2018)
Md. Zahangir Alom, Paheding Sidike, Mahmudul Hasan, Tarek M. Taha, Vijayan K. Asari
Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks. Comput. Intell. Neurosci. 2018 (2018)
Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. CoRR (2018)
Md. Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. CoRR (2018)
M. M. Shaifur Rahman, Mst Shamima Nasrin, Moin Mostakim, Md. Zahangir Alom
Bangla License Plate Recognition Using Convolutional Neural Networks (CNN). CoRR (2018)
Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha
Effective Quantization Approaches for Recurrent Neural Networks. IJCNN (2018)
Md. Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches. CoRR (2018)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation. CoRR (2018)
Md. Zahangir Alom, Tarek M. Taha
Network intrusion detection for cyber security on neuromorphic computing system. IJCNN (2017)
Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha
Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system. IJCNN (2017)
Md. Zahangir Alom, Paheding Sidike, Mahmudul Hasan, Tarek M. Taha, Vijayan K. Asari
Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks. CoRR (2017)
Md. Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari
Handwritten Bangla Digit Recognition Using Deep Learning. CoRR (2017)
Md. Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari
State Preserving Extreme Learning Machine: A Monotonically Increasing Learning Approach. Neural Process. Lett. 45 (2) (2017)
Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin
Object recognition using cellular simultaneous recurrent networks and convolutional neural network. IJCNN (2017)
Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha
Convolutional sparse coding on neurosynaptic cognitive system. IJCNN (2017)
Paheding Sidike, Evan Krieger, Md. Zahangir Alom, Vijayan K. Asari, Tarek M. Taha
A fast single-image super-resolution via directional edge-guided regularized extreme learning regression. Signal Image Video Process. 11 (5) (2017)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Improved Inception-Residual Convolutional Neural Network for Object Recognition. CoRR (2017)
Md. Zahangir Alom, Tarek M. Taha
Robust Multi-view Pedestrian Tracking Using Neural Networks. CoRR (2017)
Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
Extremely parallel memristor crossbar architecture for convolutional neural network implementation. IJCNN (2017)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha
Inception Recurrent Convolutional Neural Network for Object Recognition. CoRR (2017)
Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
Memristor crossbar deep network implementation based on a Convolutional neural network. IJCNN (2016)
Paheding Sidike, Md. Zahangir Alom, Vijayan K. Asari, Tarek M. Taha
Non-regularized State Preserving Extreme Learning Machine for Natural Scene Classification. CVIP (1) (2016)
Raqibul Hasan, Tarek M. Taha, Md. Zahangir Alom
A Reconfigurable Low Power High Throughput Streaming Architecture for Big Data Processing. CoRR (2016)
Md. Zahangir Alom, Paheding Sidike, Vijayan K. Asari, Tarek M. Taha
State Preserving Extreme Learning Machine for face recognition. IJCNN (2015)
Md. Zahangir Alom, Venkata Ramesh Bontupalli, Tarek M. Taha
Intrusion Detection Using Deep Belief Network and Extreme Learning Machine. Int. J. Monit. Surveillance Technol. Res. 3 (2) (2015)
Md. Zahangir Alom, Hyo Jong Lee, Md. Hashem Ali Khan, M. H. Lee
Orthogonal Space-Time Codes Based Signal Constellations for MIMO System. CyberC (2011)