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09/21/2023
BASE: Probably a Better Approach to Multi-Object Tracking
The field of visual object tracking is dominated by methods that combine...
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05/27/2019
Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training
Anomaly detection in high-dimensional data, such as images, is a challen...
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02/27/2017
Memory-Efficient Global Refinement of Decision-Tree Ensembles and its Application to Face Alignment
Ren et al. recently introduced a method for aggregating multiple decisio...
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03/30/2016
Learning Local Descriptors by Optimizing the Keypoint-Correspondence Criterion
Current best local descriptors are learned on a large dataset of matchin...
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01/20/2015
Constructing Binary Descriptors with a Stochastic Hill Climbing Search
Binary descriptors of image patches provide processing speed advantages ...
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05/20/2013