Advancement of Deep Learning and its Applications in Object Detection and Recognition Taylor & Francis Ltd
Taylor & Francis Ltd
In this book, we go through in detail detector architectures, feature learning, proposal generation, sampling strategies, and other issues that affect detection performance. The book describes every newly proposed novel solution but skips through the fundamentals so that readers can see the field´s cutting edge more rapidly. The book focuses primarily on step-by-step discussion, an extensive liter...
In this book, we go through in detail detector architectures, feature learning, proposal generation, sampling strategies, and other issues that affect detection performance. The book describes every newly proposed novel solution but skips through the fundamentals so that readers can see the field´s cutting edge more rapidly. The book focuses primarily on step-by-step discussion, an extensive literature review, detailed analysis and discussion, and rigorous experimentation results. Furthermore, a practical approach is displayed and encouraged.
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