Search Results - "Israel, Steven A."

Images, Pre-trained Networks, and Information by Israel, Steven A., Irvine, John M.

“…This research explores a workflow for describing the relationship between machine learned task complexity and image quality using an image quality metric. The…”
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eigenPulse: Robust human identification from cardiovascular function by Irvine, John M., Israel, Steven A., Todd Scruggs, W., Worek, William J.

“…This paper presents eigenPulse, a new method for human identification from cardiovascular function. Traditional biometric techniques, e.g. face and…”
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Toward CNN Architectures for Image Detection by Israel, Steven A, Irvine, John M, Israel, Ieuan M

“…Currently, convolutional neural networks (CNNs) drive the state-of-the-art for object detection and classification in imagery. Pre-trained models exist with…”
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Applied Machine Learning Strategies by Israel, Steven A., Sallee, Philip, Tanner, Franklin, Goldstein, Jonathan, Zabel, Shane

“…Recent advances in machine learning (ML), fueled by new frameworks and algorithms, more powerful computing architectures, scalable cloud-based services, and…”
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Machine Learning on Small UAVs by Cleary, Alison, Yoo, Kristopher, Samuel, Paul, George, Sean, Sun, Fei, Israel, Steven A.

“…Commonly, machine learning (ML) workflows for training and inferencing occur in resource rich environments. Draper Laboratory is pushing ML to the edge. This…”
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Factors Influencing CNN Performance by Israel, Ieuan M., Israel, Steven A., Irvine, John M.

“…The current drive toward incorporating machine learning (ML) models within automated closed-loop workflows renews existing issues for image quality prediction;…”
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A Sequential Procedure for Individual Identity Verification Using ECG by Irvine, John M., Israel, Steven A.

“…The electrocardiogram (ECG) is an emerging novel biometric for human identification. One challenge for the practical use of ECG as a biometric is minimizing…”
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Hyperspectral imaging of melanocytic lesions by Gaudi, Sudeep, Meyer, Rebecca, Ranka, Jayshree, Granahan, James C, Israel, Steven A, Yachik, Theodore R, Jukic, Drazen M

“…Hyperspectral imaging (HSI) allows the identification of objects through the analysis of their unique spectral signatures. Although first developed many years…”
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ECG to identify individuals by Israel, Steven A., Irvine, John M., Cheng, Andrew, Wiederhold, Mark D., Wiederhold, Brenda K.

“…The electrocardiogram (ECG also called EKG) trace expresses cardiac features that are unique to an individual. The ECG processing followed a logical series of…”
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Machine Learning, Compression, and Image Quality by Israel, Steven A., Irvine, John M., Tate, Steven

“…The current drive toward incorporating machine learning (ML) models within automated closed-loop workflows renews existing issues for image quality prediction;…”
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Generative Adversarial Networks for Classification by Israel, Steven A., Goldstein, J.H., Klein, Jeffrey S., Talamonti, James, Tanner, Franklin, Zabel, Shane, Sallee, Philip A., McCoy, Lisa

“…Our team is reviewing tools and techniques that enable rapid prototyping. Generative Adversarial Networks (GANs) have been shown to reduce training…”
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Toward a common lexicon for exploiting activity data by Israel, S. A.

“…Pattern recognition is easy. Doing it well is hard. Communicating across disciplines is even more difficult. This paper reports on efforts to reduce the…”
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A Sequential Procedure for Individual Identity Verification Using ECG: Recent Advances in Biometric Systems: A Signal Processing Perspective by IRVINE, John M, ISRAEL, Steven A

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Performance Metrics: How and When by Israel, Steven A.

“…This paper compares different classification performance metrics commonly used for environmental monitoring with remotely sensed satellite data and their…”
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A Sequential Procedure for Individual Identity Verification Using ECG by Irvine, John M, Israel, Steven A

“…The electrocardiogram (ECG) is an emerging novel biometric for human identification. One challenge for the practical use of ECG as a biometric is minimizing…”
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Evaluation of ISR technologies for counter insurgency warfare by Israel, S A

“…This paper compares and contrasts strategies used to test technologies for the Cold War era warfare to the test strategies employed for counter-insurgency…”
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Situation/threat context assessment by Blasen, Erik P., Israel, Steven A.

“…There is a debate within the information fusion community whether situation and threat assessment (SA/TA) are separate as called out in the Joint Directors of…”
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Guest Editorial by Israel, Steven A.

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Guest Editorial by Israel, Steven A.

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Quantifying interpretability for motion imagery with applications to image compression by Irvine, J.M., Cannon, D.M., Israel, S.A., O'Brien, G., Fenimore, C., Roberts, J., Aviles, A.I.

“…For still imagery, the national imagery interpretability rating scale (NIIRS) has served as a community standard for quantifying interpretability. No…”
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