Book ChapterDOI
Applications Exploiting Multimedia Semantics
Santanu Chaudhury,Anupama Mallik,Hiranmay Ghosh +2 more
- pp 149-171
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The article was published on 2015-07-16. It has received 0 citations till now.read more
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Random Forests
TL;DR: Internal estimates monitor error, strength, and correlation and these are used to show the response to increasing the number of features used in the forest, and are also applicable to regression.
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Distinctive Image Features from Scale-Invariant Keypoints
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Histograms of oriented gradients for human detection
Navneet Dalal,Bill Triggs +1 more
TL;DR: It is shown experimentally that grids of histograms of oriented gradient (HOG) descriptors significantly outperform existing feature sets for human detection, and the influence of each stage of the computation on performance is studied.
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A tutorial on hidden Markov models and selected applications in speech recognition
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MapReduce: simplified data processing on large clusters
Jeffrey Dean,Sanjay Ghemawat +1 more
TL;DR: This presentation explains how the underlying runtime system automatically parallelizes the computation across large-scale clusters of machines, handles machine failures, and schedules inter-machine communication to make efficient use of the network and disks.