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Hierarchical Learning of Discriminative Features and Classifiers for Large-scale Visual Recognition
Title
Hierarchical Learning of Discriminative Features and Classifiers for Large-scale Visual Recognition
Author
Zhou, Ning
Date Created
2014
Subjects--Topical
Computer science
Description
Enabling computers to recognize objects present in images has been a long standing but tremendously challenging problem in the field of computer vision for decades. Beyond the difficulties resulting from huge appearance variations, large-scale vis...
Reducing training effort in biological image classification
Title
Reducing training effort in biological image classification
Author
Nguyen, Nhat Rich
Date Created
2017
Subjects--Topical
Computer science
Description
To automatically classify biological images, machine learning techniques have been widely used to train the classifiers from labeled images. For a new category of biological object, a tedious and expensive labeling process is needed from a human e...