Search Results for author: Alireza Shafaei

Found 3 papers, 1 papers with code

A Less Biased Evaluation of Out-of-distribution Sample Detectors

3 code implementations13 Sep 2018 Alireza Shafaei, Mark Schmidt, James J. Little

What makes this problem different from a typical supervised learning setting is that the distribution of outliers used in training may not be the same as the distribution of outliers encountered in the application.

Image Classification

Play and Learn: Using Video Games to Train Computer Vision Models

no code implementations5 Aug 2016 Alireza Shafaei, James J. Little, Mark Schmidt

We present experiments assessing the effectiveness on real-world data of systems trained on synthetic RGB images that are extracted from a video game.

Depth Estimation Domain Adaptation +3

Real-Time Human Motion Capture with Multiple Depth Cameras

no code implementations25 May 2016 Alireza Shafaei, James J. Little

Commonly used human motion capture systems require intrusive attachment of markers that are visually tracked with multiple cameras.

3D Pose Estimation Image Segmentation +2

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