Jyotismita Chaki Forfatter
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A Beginner’s Guide to Image Shape Feature Extraction Techniques (Bog, Paperback / softback, Engelsk)This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification.... Læs mere
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Texture Feature Extraction Techniques for Image Recognition (Bog, Paperback / softback, Engelsk)The book describes various texture feature extraction approaches and texture analysis applications. It introduces and discusses the importance of texture features, and describes various types of texture features like statistical, structural, signal-processed and model-based.
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Handling Uncertainty in Artificial Intelligence (Bog, Paperback / softback, Engelsk)This book demonstrates different methods (as well as real-life examples) of handling uncertainty like probability and Bayesian theory, Dempster-Shafer theory, certainty factor and evidential reasoning, fuzzy logic-based approach, utility theory and expected utility theory.
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The Art of Deep Learning Image Augmentation: The Seeds of Success (Bog, Paperback / softback, Engelsk)Finally, Chapter 6 explores cutting-edge advancements, covering AutoAugment, interpretable augmentation, attention-based augmentation, counterfactual augmentation, and human-in-the-loop augmentation, emphasizing the role of human expertise in creating high-quality augmented data.
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