Composing Fisher Kernels from Deep Neural Models

Composing Fisher Kernels from Deep Neural Models

A Practitioner's Approach

Ahmed, Sarah; Azim, Tayyaba

Springer International Publishing AG

09/2018

59

Mole

Inglês

9783319985237

15 a 20 dias

454

Descrição não disponível.
Chapter 1. Kernel Based Learning: A Pragmatic Approach in the Face of New Challenges.- Chapter 2. Fundamentals of Fisher Kernels.- Chapter 3. Training Deep Models and Deriving Fisher Kernels: A Step Wise Approach.- Chapter 4. Large Scale Image Retrieval and Its Challenges.- Chapter 5. Open Source Knowledge Base for Machine Learning Practitioners.
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Deep Models;Fisher Vectors;Large Scale Information Retrieval;Feature Compression Techniques;Feature Selection Techniques