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Domain Adaptation in Computer Vision Applications

Springer International Publishing
160.49 € · Hardcover

Visual Applications Image Categorization Pattern Recognition Data Analytics Unsupervised Domain Adaptation Transductive Transfer Learning Domain Shift Feature Transformation Subspace Learning Landmark Selection Maximum Mean Discrepancy Grassman Manifold Geodesic Flow Subspace Alignment Marginalized Denoising Autoencoders

This comprehensive text/reference presents a broad review of diverse domain adaptation (DA) methods for machine learning, with a focus on solutions for visual applications. The book collects together solutions and perspectives proposed by an international selection of pre-eminent experts in the fiel...

Domain Adaptation in Computer Vision Applications

Springer International Publishing
160.49 € · Paperback

Visual Applications Image Categorization Pattern Recognition Data Analytics Unsupervised Domain Adaptation Transductive Transfer Learning Domain Shift Feature Transformation Subspace Learning Landmark Selection Maximum Mean Discrepancy Grassman Manifold Geodesic Flow Subspace Alignment Marginalized Denoising Autoencoders

This comprehensive text/reference presents a broad review of diverse domain adaptation (DA) methods for machine learning, with a focus on solutions for visual applications. The book collects together solutions and perspectives proposed by an international selection of pre-eminent experts in the fiel...

Domain Adaptation in Computer Vision Applications

Springer International Publishing
149.79 € · eBook

Visual Applications Image Categorization Pattern Recognition Data Analytics Unsupervised Domain Adaptation Transductive Transfer Learning Domain Shift Feature Transformation Subspace Learning Landmark Selection Maximum Mean Discrepancy Grassman Manifold Geodesic Flow Subspace Alignment Marginalized Denoising Autoencoders

This comprehensive text/reference presents a broad review of diverse domain adaptation (DA) methods for machine learning, with a focus on solutions for visual applications. The book collects together solutions and perspectives proposed by an international selection of pre-eminent experts in the fiel...

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