Binary Representation Learning on Visual Images
Zheng Zhang
Gebundenes Buch

Binary Representation Learning on Visual Images

Learning to Hash for Similarity Search

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This book introduces pioneering developments in binary representation learning on visual images, a state-of-the-art data transformation methodology within the fields of machine learning and multimedia. Binary representation learning, often known as learning to hash or hashing, excels in converting high-dimensional data into compact binary codes meanwhile preserving the semantic attributes and maintaining the similarity measurements.The book provides a comprehensive introduction to the latest research in hashing-based visual image retrieval, with a focus on binary representations. These represe...