Dr. Asif Mehmood Profile

Dr. Asif Mehmood

Senior AI Scientist

SPIE Involvement:

Conference Program Committee | Author

Area of Expertise:

Machine Learning , Image Processing , Pattern Recognition , Artificial Intelligence , Signal Processing , Deep Learning

Proceedings Article | 27 May 2022 Presentation + Paper

Late fusion of pre-trained networks for satellite image classification

Asif Mehmood

Proceedings Volume 12101, 1210106 (2022) https://doi.org/10.1117/12.2615030

KEYWORDS: Information fusion, Computer vision technology, Image classification, Satellite imaging, Image fusion, Convolution, Machine vision

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Proceedings Article | 12 April 2021 Presentation + Paper

Adversarial attacks against image-based malware detection using autoencoders

Alycia Carey, Huy Mai, Justin Zhan, Asif Mehmood

Proceedings Volume 11735, 117350A (2021) https://doi.org/10.1117/12.2587923

KEYWORDS: Safety, Network architectures, Computer programming, Classification systems, Avionic systems, Analytical research

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Proceedings Article | 12 April 2021 Presentation + Paper

Understanding deep learning decision for satellite image classification

Asif Mehmood

Proceedings Volume 11735, 117350C (2021) https://doi.org/10.1117/12.2591974

KEYWORDS: Satellites, Satellite imaging, Image classification, Earth observing sensors, Visualization, Data modeling, Convolutional neural networks

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Proceedings Article | 20 May 2020 Presentation + Paper

Metadata learning of non-visual features: co-occurrence overlap function for rectangular regions and ground truth data

Vasanth Iyer, Asif Mehmood

Proceedings Volume 11400, 1140007 (2020) https://doi.org/10.1117/12.2558829

KEYWORDS: Data modeling, Image segmentation, Image fusion, Sensors, Satellite imaging, Earth observing sensors, Satellites, Image processing, Target detection, Statistical modeling

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Proceedings Article | 29 April 2020 Presentation + Paper

Image denoising using convolutional neural network

Asif Mehmood

Proceedings Volume 11400, 114000A (2020) https://doi.org/10.1117/12.2563838

KEYWORDS: Denoising, Image quality, Image denoising, Satellites, Satellite imaging, Earth observing sensors, Image processing, Data modeling, Convolutional neural networks

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Proceedings Article | 22 April 2020 Presentation + Paper

SRVAE: super resolution using variational autoencoders

A. Ali Heydari, Asif Mehmood

Proceedings Volume 11400, 114000U (2020) https://doi.org/10.1117/12.2559808

KEYWORDS: Super resolution, Computer programming, Data modeling, Mathematical modeling, Image quality, Image resolution, Image processing

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Proceedings Article | 16 May 2019 Presentation + Paper

Deep learning based super resolution of aerial and satellite imagery

Asif Mehmood

Proceedings Volume 10988, 109880V (2019) https://doi.org/10.1117/12.2530354

KEYWORDS: Lawrencium, Super resolution, Satellite imaging, Satellites, Image quality, Earth observing sensors, Evolutionary algorithms, Visualization, Planets, Image processing

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Proceedings Article | 14 May 2019 Presentation + Paper

Fast multi-modal reuse: co-occurrence pre-trained deep learning models

Vasanth Iyer, Alexander Aved, Todd Howlett, Jeffrey Carlo, Asif Mehmood, Niki Pissinou, S. Iyengar

Proceedings Volume 10996, 109960A (2019) https://doi.org/10.1117/12.2519546

KEYWORDS: Sensors, Data modeling, Principal component analysis, Computer programming, Video, Feature extraction, Image sensors, Neural networks

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Proceedings Article | 13 May 2019 Paper

Generative adversarial networks based super resolution of satellite aircraft imagery

Jonathan Chin, Asif Mehmood

Proceedings Volume 10995, 109950W (2019) https://doi.org/10.1117/12.2524720

KEYWORDS: Super resolution, Image quality, Satellite imaging, Satellites, Medical imaging, Neural networks, Image processing

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Proceedings Article | 21 May 2015 Open Access

Hyperspectral chemical agent standoff detection using sparse representation (Withdrawal Notice)

Asif Mehmood, Jeff Clark, Mark Brickhouse, Haiwen Chen, Michael McGurr

Proceedings Volume 9461, 94611I (2015) https://doi.org/10.1117/12.2176242

KEYWORDS: Standoff detection, Radar sensor technology, Current controlled current source

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Proceedings Article | 23 May 2013 Paper

Seismic signature analysis for discrimination of people from animals

Thyagaraju Damarla, Asif Mehmood, James Sabatier

Proceedings Volume 8745, 874518 (2013) https://doi.org/10.1117/12.2014956

KEYWORDS: Seismic sensors, Matrices, Algorithm development, Sensors, Analytical research, Acoustics, Databases, Signal detection, Unattended ground sensors, Detection and tracking algorithms

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Proceedings Article | 23 May 2013 Paper

Unmixing hyperspectral skin data using non-negative matrix factorization

Asif Mehmood, Jeffrey Clark, Wesam Sakla

Proceedings Volume 8734, 87340O (2013) https://doi.org/10.1117/12.2016053

KEYWORDS: Skin, Target detection, Principal component analysis, Hyperspectral target detection, Hyperspectral imaging, Matrices, Spectral resolution, Spatial resolution, Data modeling, Feature selection

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Proceedings Article | 7 May 2012 Paper

Blind separation of human- and horse-footstep signatures using independent component analysis

Asif Mehmood, Thyagaraju Damarla

Proceedings Volume 8382, 83820L (2012) https://doi.org/10.1117/12.919577

KEYWORDS: Independent component analysis, Algorithm development, Sensors, Seismic sensors, Analytical research, Homeland security, Principal component analysis, Signal detection, Optical inspection, Acoustics

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Proceedings Article | 13 May 2010 Paper

Anomaly detection in wavelet domain for long-wave FLIR imagery

Asif Mehmood, Nasser Nasrabadi

Proceedings Volume 7696, 76960S (2010) https://doi.org/10.1117/12.850211

KEYWORDS: Wavelets, Medium wave, Detection and tracking algorithms, Target detection, Forward looking infrared, Sensors, Image filtering, Image processing, Infrared sensors, Wavelet transforms

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Showing 5 of 14 publications

Conference Committee Involvement (9)

Pattern Recognition and Prediction XXXV

24 April 2024 | National Harbor, Maryland, United States

Automatic Target Recognition XXXIV

22 April 2024 | National Harbor, Maryland, United States

Pattern Recognition and Tracking XXXIV

3 May 2023 | Orlando, Florida, United States

Automatic Target Recognition XXXIII

1 May 2023 | Orlando, Florida, United States

Pattern Recognition and Tracking XXXIII

4 April 2022 | Orlando, Florida, United States

Showing 5 of 9 Conference Committees

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