Ms. Sharmin Majumder Profile

Sharmin Majumder

at Univ of Texas at Dallas

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Publications (3)

Proceedings Article | 12 April 2021 Presentation + Paper

A review of real-time human action recognition involving vision sensing

S. Majumder, N. Kehtarnavaz

Proceedings Volume 11736, 117360A (2021) https://doi.org/10.1117/12.2585680

KEYWORDS: Sensors, Cameras, Video surveillance, RGB color model, Machine learning, Human-computer interaction

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Proceedings Article | 22 April 2020 Presentation + Paper

Real-time detection of maize crop disease via a deep learning-based smartphone app

Blake Richey, Sharmin Majumder, Mukul Shirvaikar, Nasser Kehtarnavaz

Proceedings Volume 11401, 114010A (2020) https://doi.org/10.1117/12.2557317

KEYWORDS: RGB color model, Data modeling, Performance modeling, Instrument modeling, Neural networks, Information operations, Feature extraction, Agriculture, Convolutional neural networks, Image classification

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Proceedings Article | 22 April 2020 Presentation + Paper

A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathy

S. Majumder, Y. Elloumi, M. Akil, R. Kachouri, N. Kehtarnavaz

Proceedings Volume 11401, 1140106 (2020) https://doi.org/10.1117/12.2557554

KEYWORDS: Neural networks, Eye, Cameras, Retina, Image classification, Image processing

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