Md. Zahangir Alom

41 papers B 9Journal 29Unranked 3

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