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Machine Learning for Intelligent Multimedia Analytics: Techniques and Applications
Hardcover
Series: Studies in Big Data, Book 82
Technology & EngineeringGeneral Computers
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ISBN10: 9811594910
ISBN13: 9789811594915
Publisher: Springer Nature
Published: Jan 17 2021
Pages: 335
Weight: 1.47
Height: 0.81 Width: 6.14 Depth: 9.21
Language: English
ISBN13: 9789811594915
Publisher: Springer Nature
Published: Jan 17 2021
Pages: 335
Weight: 1.47
Height: 0.81 Width: 6.14 Depth: 9.21
Language: English
Chapter 1. Secure Multimodal Access with 2D and 3D Ears.- Chapter 2. Efficient and Low Overhead Detection of Brain Diseases using Deep Learning based Sparse MRI Image Classification.- Chapter 3. Continual Deep Learning Framework for Medical Media Screening and Archival.- Chapter 4. KannadaRes-NeXt: a Deep Residual Network for Kannada Numeral Recognition.- Chapter 5. Secure Image Transmission in Wireless Network using Conventional Neural Network and DOST.- Chapter 6. Robust General Twin Support Vector Machine with Pinball Loss Function.- Chapter 7. Noise Resilient Thresholding based on Fuzzy Logic and Non-linear Filtering.- Chapter 8. Deep Learning Methods for Audio Events Detection.- Chapter 9. A Framework for Multi-lingual Scene Text Detection using K-means++ and Memetic Algorithms.- Chapter 10. Recent Advancements in Medical Imaging: A Machine Learning Approach.- Chapter 11. Solving Image Processing Critical Problems using Machine Learning.- Chapter 12. Spoken Language Identification of Indian Languages using MFCC Features.- Chapter 13. Performance Evaluation of One-Class Classifiers (OCC) for Damage Detection in Structural Health Monitoring.- Chapter 14. Brain Tumor Classification in MRI Images using Transfer Learning.- Chapter 15. Semantic based Vectorization Technique for Hindi Language.
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