CORDIS Project
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This project aims to develop a framework for semi-supervised structured output learning, enabling the prediction of interdependent variables using partially labeled examples. It focuses on applications in computer vision, specifically for tasks like image segmentation and car license plate recognition.
Learning classifiers automatically from examples is subject to themultidisciplinary field of machine learning.The structured output learning (SOL) is concerned with thelearning of classifiers for prediction of multipleinterdependent variables exhibiting some structure dependence.Recent progress in SOL focuses mainly on supervised methodsthat require labeled examples. A high cost of labeled examplessignificantly limits application of SOL to many domains.Our goal is threefold.
First, to developed…
CESKE VYSOKE UCENI TECHNICKE V PRAZE
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