Search Results for author: Timothy C. Havens

Found 5 papers, 2 papers with code

Deep Convolutional Autoencoder for Assessment of Anomalies in Multi-stream Sensor Data

no code implementations15 Feb 2022 Anthony Geglio, Eisa Hedayati, Mark Tascillo, Dyche Anderson, Jonathan Barker, Timothy C. Havens

A fully convolutional autoencoder is developed for the detection of anomalies in multi-sensor vehicle drive-cycle data from the powertrain domain.

Machine learning method for light field refocusing

no code implementations30 Mar 2021 Eisa Hedayati, Timothy C. Havens, Jeremy P. Bos

Light field imaging introduced the capability to refocus an image after capturing.

BIG-bench Machine Learning

Light Field Compression by Residual CNN Assisted JPEG

1 code implementation30 Sep 2020 Eisa Hedayati, Timothy C. Havens, Jeremy P. Bos

For compression, we keep the LF's center view and use JPEG compression with 50% quality.

Depth Estimation SSIM +1

Scalable Kernel Clustering: Approximate Kernel k-means

no code implementations16 Feb 2014 Radha Chitta, Rong Jin, Timothy C. Havens, Anil K. Jain

Kernel-based clustering algorithms have the ability to capture the non-linear structure in real world data.

Clustering

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