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Md. Zahangir Alom
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2020 – today
- 2024
- [i19]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 abs/2401.11062 (2024) - 2022
- [j10]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): 223 (2022) - 2021
- [j9]Dhaval D. Kadia
, Md. Zahangir Alom
R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation. IEEE Access 9: 88835-88843 (2021) - [j8]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): 28 (2021) - [i18]Dhaval D. Kadia, Md. Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan K. Asari:
R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation. CoRR abs/2105.02290 (2021) - 2020
- [j7]Md. Zahangir Alom
MitosisNet: End-to-End Mitotic Cell Detection by Multi-Task Learning. IEEE Access 8: 68695-68710 (2020) - [j6]Md. Zahangir Alom
Improved inception-residual convolutional neural network for object recognition. Neural Comput. Appl. 32(1): 279-293 (2020) - [c12]Mst Shamima Nasrin, Md. Zahangir Alom, Tarek M. Taha, Vijayan K. Asari:
PColorNet: investigating the impact of different color spaces for pathological image classification. Digital Pathology 2020: 113201A - [i17]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 abs/2004.03747 (2020) - [i16]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 abs/2007.02367 (2020)
2010 – 2019
- 2019
- [j5]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): 605-617 (2019) - [i15]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 abs/1904.09075 (2019) - [i14]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 abs/1904.11126 (2019) - 2018
- [j4]Md. Zahangir Alom
Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks. Comput. Intell. Neurosci. 2018: 6747098:1-6747098:13 (2018) - [c11]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: 1-8 - [c10]Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha:
Effective Quantization Approaches for Recurrent Neural Networks. IJCNN 2018: 1-8 - [i13]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 abs/1802.02608 (2018) - [i12]Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha:
Effective Quantization Approaches for Recurrent Neural Networks. CoRR abs/1802.02615 (2018) - [i11]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 abs/1802.06955 (2018) - [i10]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 abs/1803.01164 (2018) - [i9]M. M. Shaifur Rahman, Mst Shamima Nasrin, Moin Mostakim, Md. Zahangir Alom:
Bangla License Plate Recognition Using Convolutional Neural Networks (CNN). CoRR abs/1809.00905 (2018) - [i8]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 abs/1811.03447 (2018) - [i7]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 abs/1811.04241 (2018) - 2017
- [j3]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): 703-725 (2017) - [j2]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): 961-968 (2017) - [c9]Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha:
Extremely parallel memristor crossbar architecture for convolutional neural network implementation. IJCNN 2017: 1696-1703 - [c8]Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin:
Object recognition using cellular simultaneous recurrent networks and convolutional neural network. IJCNN 2017: 2873-2880 - [c7]Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha:
Convolutional sparse coding on neurosynaptic cognitive system. IJCNN 2017: 3609-3616 - [c6]Md. Zahangir Alom, Tarek M. Taha:
Network intrusion detection for cyber security on neuromorphic computing system. IJCNN 2017: 3830-3837 - [c5]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: 3922-3929 - [i6]Md. Zahangir Alom, Tarek M. Taha:
Robust Multi-view Pedestrian Tracking Using Neural Networks. CoRR abs/1704.06370 (2017) - [i5]Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha:
Inception Recurrent Convolutional Neural Network for Object Recognition. CoRR abs/1704.07709 (2017) - [i4]Md. Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari:
Handwritten Bangla Digit Recognition Using Deep Learning. CoRR abs/1705.02680 (2017) - [i3]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 abs/1712.09872 (2017) - [i2]Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari:
Improved Inception-Residual Convolutional Neural Network for Object Recognition. CoRR abs/1712.09888 (2017) - 2016
- [c4]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: 409-418 - [c3]Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha:
Memristor crossbar deep network implementation based on a Convolutional neural network. IJCNN 2016: 963-970 - [i1]Raqibul Hasan, Tarek M. Taha, Md. Zahangir Alom:
A Reconfigurable Low Power High Throughput Streaming Architecture for Big Data Processing. CoRR abs/1603.07400 (2016) - 2015
- [j1]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): 35-56 (2015) - [c2]Md. Zahangir Alom, Paheding Sidike, Vijayan K. Asari, Tarek M. Taha:
State Preserving Extreme Learning Machine for face recognition. IJCNN 2015: 1-7 - 2011
- [c1]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: 523-528
Coauthor Index
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