Search Results for author: Aditi Roy

Found 3 papers, 0 papers with code

AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk

no code implementations8 Nov 2020 Peri Akiva, Benjamin Planche, Aditi Roy, Kristin Dana, Peter Oudemans, Michael Mars

Toward this goal, we propose two main deep learning-based modules for: 1) cranberry fruit segmentation to delineate the exact fruit regions in the cranberry field image that are exposed to sun, 2) prediction of cloud coverage conditions and sun irradiance to estimate the inner temperature of exposed cranberries.

Kid on The Phone! Toward Automatic Detection of Children on Mobile Devices

no code implementations5 Aug 2018 Toan Nguyen, Aditi Roy, Nasir Memon

In this work, we present multiple techniques to automatically detect the presence of a child on a smart device, which could be used as the first step on such systems.

DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution

no code implementations21 May 2017 Philip Bontrager, Aditi Roy, Julian Togelius, Nasir Memon, Arun Ross

The proposed method, referred to as Latent Variable Evolution, is based on training a Generative Adversarial Network on a set of real fingerprint images.

Generative Adversarial Network

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