Search Results for author: Domenick Poster

Found 3 papers, 1 papers with code

Synthesis-Guided Feature Learning for Cross-Spectral Periocular Recognition

1 code implementation16 Nov 2021 Domenick Poster, Nasser Nasrabadi

We propose a novel approach to cross-spectral periocular verification that primarily focuses on learning a mapping from visible and NIR periocular images to a shared latent representational subspace, and supports this effort by simultaneously learning intra-spectral image reconstruction.

Generative Adversarial Network Image Reconstruction

Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning

no code implementations7 Oct 2021 Vibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel

Though thermal cameras are widely used for military applications and increasingly for commercial applications, there is a lack of robust algorithms to robustly exploit the thermal imagery due to the limited availability of labeled thermal data.

Meta-Learning object-detection +2

A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset

no code implementations7 Jan 2021 Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu

Thermal face imagery, which captures the naturally emitted heat from the face, is limited in availability compared to face imagery in the visible spectrum.

Face Verification

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