Rohit Thanki's Books

Artificial Intelligence in Breast Cancer Early Detection and Diagnosis

By: Khalid Shaikh,Sabitha Krishnan,Rohit Thanki

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Artificial Intelligence in Breast Cancer Early Detection and Diagnosis

By: Khalid Shaikh,Sabitha Krishnan,Rohit Thanki

This book provides an introduction to next generation smart screening technology for medical image analysis that combines artificial intelligence (AI) techniques with digital screening to develop innovative methods for detecting breast cancer. The authors begin with a discussion of breast cancer, its characteristics and symptoms, and the importance of early screening.They then provide insight on the role of artificial intelligence in global healthcare, screening methods for breast cancer using mammogram, ultrasound, and thermogram images, and the potential benefits of using AI-based systems for clinical screening to more accurately detect, diagnose, and treat breast cancer. Discusses various existing screening methods for breast cancer Presents deep information on artificial intelligence-based screening methods Discusses cancer treatment based on geographical differences and cultural characteristics

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107

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Springer Nature

Published Date

ISBN 10

3030592081

ISBN 13

9783030592080

Advanced Technologies for Industrial Applications

By: Rohit Thanki,Purva Joshi

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Advanced Technologies for Industrial Applications

By: Rohit Thanki,Purva Joshi

This book provides information on advanced communication technology used in Industry 4.0 and 5.0. The book covers a variety of technologies such as signal processing, system designing, computer vision, and artificial intelligence and explains their benefits, usage, and market values in Industry 4.0 and 5.0. The authors present technological tools for industrial applications and give examples of their usage of system design, modeling, artificial intelligence, internet of things and robotics. This book covers the impact of these technologies in various industrial applications and provides future technological tools that will be helpful in future planning and development. The book is pertinent to researchers, academics, professionals, planners, and student’s interest in Industry 5.0.

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105

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Springer Nature

Published Date

ISBN 10

3031332385

ISBN 13

9783031332388

Digital Image Watermarking

Theoretical and Computational Advances

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

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Digital Image Watermarking

Theoretical and Computational Advances

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

The Book presents an overview of newly developed watermarking techniques in various independent and hybrid domains Covers the basics of digital watermarking, its types, domain in which it is implemented and the application of machine learning algorithms onto digital watermarking Reviews hardware implementation of watermarking Discusses optimization problems and solutions in watermarking with a special focus on bio-inspired algorithms Includes a case study along with its MATLAB code and simulation results

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147

Publisher

CRC Press

Published Date

ISBN 10

0429751567

ISBN 13

9780429751561

Satellite Image Analysis: Clustering and Classification

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

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Satellite Image Analysis: Clustering and Classification

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual psychometric can help meet geologists’ demands for more efficient and higher-quality classification in real time. This book introduces readers to key concepts, methods and models for satellite image analysis; highlights state-of-the-art classification and clustering techniques; discusses recent developments and remaining challenges; and addresses various applications, making it a valuable asset for engineers, data analysts and researchers in the fields of geographic information systems and remote sensing engineering.

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Page Count

110

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Springer

Published Date

ISBN 10

9811364249

ISBN 13

9789811364242

Digital Image Processing using SCILAB

By: Rohit M. Thanki,Ashish M. Kothari

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Digital Image Processing using SCILAB

By: Rohit M. Thanki,Ashish M. Kothari

This book provides basic theories and implementations using SCILAB open-source software for digital images. The book simplifies image processing theories and well as implementation of image processing algorithms, making it accessible to those with basic knowledge of image processing. This book includes many SCILAB programs at the end of each theory, which help in understanding concepts. The book includes more than sixty SCILAB programs of the image processing theory. In the appendix, readers will find a deeper glimpse into the research areas in the image processing.

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168

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Springer

Published Date

ISBN 10

3319895338

ISBN 13

9783319895338

Dental Image Processing for Human Identification

By: Deven N. Trivedi,Nimit D. Shah,Ashish M. Kothari,Rohit M. Thanki

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Dental Image Processing for Human Identification

By: Deven N. Trivedi,Nimit D. Shah,Ashish M. Kothari,Rohit M. Thanki

This book presents an approach to postmortem human identification using dental image processing based on dental features and characteristics, and provides information on various identification systems based on dental features using image processing operations. The book also provides information on a novel human identification approach that uses Infinite Symmetric Exponential Filter (ISEF) based edge detection and contouring algorithms. Provides complete details on dental imaging; Discusses the important features of a human identification approach and presents a brief review on DICOM standard for dental imaging; Presents human identification approach based on dental features.

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Springer

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ISBN 10

3319994719

ISBN 13

9783319994710

WiMAX Modeling: Techniques and Applications

By: Bhavin S. Sedani,Komal R. Borisagar,Rohit M. Thanki

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WiMAX Modeling: Techniques and Applications

By: Bhavin S. Sedani,Komal R. Borisagar,Rohit M. Thanki

This book provides information about wireless systems and WIMAX modeling. The authors provide various techniques for the WiMAX systems such as antenna diversity and Alamouti coding. The performance of these systems is tested using various types of data and the results of systems are presented and discussed. Additional topics include WiMAX simulation using diversity techniques and real time WiMAX system modeling. The book pertains to researchers, academics, students, and professionals. Provides information about wireless system modeling and WiMAX systems; Presents WiMAX system modeling using antenna diversity techniques and the Alamouti coding scheme; Includes real time WiMAX system modeling for speech signal and digital images.

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136

Publisher

Springer Nature

Published Date

ISBN 10

3030224600

ISBN 13

9783030224608

Advanced Techniques for Audio Watermarking

By: Rohit M. Thanki

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Advanced Techniques for Audio Watermarking

By: Rohit M. Thanki

This book provides information on digital audio watermarking, its applications, and its evaluation for copyright protection of audio signals – both basic and advanced. The author covers various advanced digital audio watermarking algorithms that can be used for copyright protection of audio signals. These algorithms are implemented using hybridization of advanced signal processing transforms such as fast discrete curvelet transform (FDCuT), redundant discrete wavelet transform (RDWT), and another signal processing transform such as discrete cosine transform (DCT). In these algorithms, Arnold scrambling is used to enhance the security of the watermark logo. This book is divided in to three portions: basic audio watermarking and its classification, audio watermarking algorithms, and audio watermarking algorithms using advance signal transforms. The book also covers optimization based audio watermarking. Describes basic of digital audio watermarking and its applications, including evaluation parameters for digital audio watermarking algorithms; Provides audio watermarking algorithms using advanced signal transformations; Provides optimization based audio watermarking algorithms.

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113

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Springer

Published Date

ISBN 10

3030241866

ISBN 13

9783030241865

Multibiometric Watermarking with Compressive Sensing Theory

Techniques and Applications

By: Rohit M. Thanki,Vedvyas J. Dwivedi,Komal R. Borisagar

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Multibiometric Watermarking with Compressive Sensing Theory

Techniques and Applications

By: Rohit M. Thanki,Vedvyas J. Dwivedi,Komal R. Borisagar

This book presents multibiometric watermarking techniques for security of biometric data. This book also covers transform domain multibiometric watermarking techniques and their advantages and limitations. The authors have developed novel watermarking techniques with a combination of Compressive Sensing (CS) theory for the security of biometric data at the system database of the biometric system. The authors show how these techniques offer higher robustness, authenticity, better imperceptibility, increased payload capacity, and secure biometric watermarks. They show how to use the CS theory for the security of biometric watermarks before embedding into the host biometric data. The suggested methods may find potential applications in the security of biometric data at various banking applications, access control of laboratories, nuclear power stations, military base, and airports.

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189

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Springer

Published Date

ISBN 10

3319731831

ISBN 13

9783319731834

Hybrid Video Compression Standard

By: Dhaval R. Bhojani,Vedvyas J. Dwivedi,Rohit M. Thanki

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Hybrid Video Compression Standard

By: Dhaval R. Bhojani,Vedvyas J. Dwivedi,Rohit M. Thanki

The book presents compression techniques for digital video stream, describing their design using various image transforms, such as discrete cosine transform (DCT), discrete wavelet transform (DWT), and singular value decomposition (SVD). It first discusses the basic requirements and applications of video compression techniques. The book then addresses video compression using DCT as well as the hybrid compression technique, designed and implemented using DCT, DWT and SVD, demonstrating the simulation results for both. Lastly, it proposes future research directions in the field.

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Springer Nature

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ISBN 10

9811502455

ISBN 13

9789811502453

Moving Objects Detection Using Machine Learning

By: Navneet Ghedia,Chandresh Vithalani,Ashish M. Kothari,Rohit M. Thanki

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Moving Objects Detection Using Machine Learning

By: Navneet Ghedia,Chandresh Vithalani,Ashish M. Kothari,Rohit M. Thanki

This book shows how machine learning can detect moving objects in a digital video stream. The authors present different background subtraction approaches, foreground segmentation, and object tracking approaches to accomplish this. They also propose an algorithm that considers a multimodal background subtraction approach that can handle a dynamic background and different constraints. The authors show how the proposed algorithm is able to detect and track 2D & 3D objects in monocular sequences for both indoor and outdoor surveillance environments and at the same time, also able to work satisfactorily in a dynamic background and with challenging constraints. In addition, the shows how the proposed algorithm makes use of parameter optimization and adaptive threshold techniques as intrinsic improvements of the Gaussian Mixture Model. The presented system in the book is also able to handle partial occlusion during object detection and tracking. All the presented work and evaluations were carried out in offline processing with the computation done by a single laptop computer with MATLAB serving as software environment.

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ISBN 10

3030909107

ISBN 13

9783030909109

Advance Compression and Watermarking Technique for Speech Signals

By: Rohit Thanki,Komal Borisagar,Surekha Borra

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Advance Compression and Watermarking Technique for Speech Signals

By: Rohit Thanki,Komal Borisagar,Surekha Borra

This book introduces methods for copyright protection and compression for speech signals. The first method introduces copyright protection of speech signal using watermarking; the second introduces compression of the speech signal using Compressive Sensing (CS). Both methods are tested and analyzed. The speech watermarking method uses technology such as Finite Ridgelet Transform (FRT), Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD). The performance of the method is evaluated and compared with existing watermarking methods. In the speech compression method, the standard Compressive Sensing (CS) process is used for compression of the speech signal. The performance of the proposed method is evaluated using various transform bases like Discrete Fourier Transform (DFT), Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT), Singular Value Decomposition (SVD), and Fast Discrete Curvelet Transform (FDCuT).

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ISBN 10

3319690698

ISBN 13

9783319690698

Artificial Intelligence in Breast Cancer Early Detection and Diagnosis

By: Khalid Shaikh,Sabitha Krishnan,Rohit Thanki

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Artificial Intelligence in Breast Cancer Early Detection and Diagnosis

By: Khalid Shaikh,Sabitha Krishnan,Rohit Thanki

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107

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Springer Nature

Published Date

ISBN 10

3030592081

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9783030592080

Advanced Techniques for Audio Watermarking

By: Rohit M. Thanki

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Advanced Techniques for Audio Watermarking

By: Rohit M. Thanki

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113

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Springer

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ISBN 10

3030241866

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9783030241865

Advanced Technologies for Industrial Applications

By: Rohit Thanki,Purva Joshi

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Advanced Technologies for Industrial Applications

By: Rohit Thanki,Purva Joshi

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105

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Springer Nature

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ISBN 10

3031332385

ISBN 13

9783031332388

Medical Imaging and its Security in Telemedicine Applications

By: Rohit Thanki,Surekha Borra

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Medical Imaging and its Security in Telemedicine Applications

By: Rohit Thanki,Surekha Borra

This book introduces medical imaging, its security requirements, and various security mechanisms using data hiding approaches. The book in particular provides medical data hiding techniques using various advanced image transforms and encryption methods. The book focuses on two types of data hiding techniques: steganography and watermarking for medical images. The authors show how these techniques are used for security and integrity verification of medical images and designed for various types of medical images such as grayscale image and color image. The implementation of techniques are done using discrete cosine transform (DCT), discrete wavelet transform (DWT), singular value decomposition (SVD), redundant DWT (RDWT), fast discrete curvelet transform (FDCuT), finite ridgelet transform (FRT) and non-subsampled contourlet transform (NSCT). The results of these techniques are also demonstrated after description of each technique. Finally, some future research directions are provided for security of medical images in telemedicine application.

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3319933116

ISBN 13

9783319933115

Digital Image Watermarking

Theoretical and Computational Advances

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

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Digital Image Watermarking

Theoretical and Computational Advances

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

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Page Count

147

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CRC Press

Published Date

ISBN 10

0429751567

ISBN 13

9780429751561

Satellite Image Analysis: Clustering and Classification

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

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Satellite Image Analysis: Clustering and Classification

By: Surekha Borra,Rohit Thanki,Nilanjan Dey

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110

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Springer

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ISBN 10

9811364249

ISBN 13

9789811364242

Explainable Machine Learning in Medicine

By: Karol Przystalski,Rohit M. Thanki

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Explainable Machine Learning in Medicine

By: Karol Przystalski,Rohit M. Thanki

This book covers a variety of advanced communications technologies that can be used to analyze medical data and can be used to diagnose diseases in clinic centers. The book is a primer of methods for medicine, providing an overview of explainable artificial intelligence (AI) techniques that can be applied in different medical challenges. The authors discuss how to select and apply the proper technology depending on the provided data and the analysis desired. Because a variety of data can be used in the medical field, the book explains how to deal with challenges connected with each type. A number of scenarios are introduced that can happen in real-time environments, with each pared with a type of machine learning that can be used to solve it.

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3031448774

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9783031448775

Advance Compression and Watermarking Technique for Speech Signals

By: Rohit Thanki,Komal Borisagar,Surekha Borra

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Advance Compression and Watermarking Technique for Speech Signals

By: Rohit Thanki,Komal Borisagar,Surekha Borra

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3319690698

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9783319690698

Dental Image Processing for Human Identification

By: Deven N. Trivedi,Nimit D. Shah,Ashish M. Kothari,Rohit M. Thanki

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Dental Image Processing for Human Identification

By: Deven N. Trivedi,Nimit D. Shah,Ashish M. Kothari,Rohit M. Thanki

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3319994719

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9783319994710

Hybrid and Advanced Compression Techniques for Medical Images

By: Rohit M. Thanki,Ashish Kothari

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Hybrid and Advanced Compression Techniques for Medical Images

By: Rohit M. Thanki,Ashish Kothari

This book introduces advanced and hybrid compression techniques specifically used for medical images. The book discusses conventional compression and compressive sensing (CS) theory based approaches that are designed and implemented using various image transforms, such as: Discrete Fourier Transform (DFT), Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT), and Singular Value Decomposition (SVD) and greedy based recovery algorithm. The authors show how these techniques provide simulation results of various compression techniques for different types of medical images, such as MRI, CT, US, and x-ray images. Future research directions are provided for medical imaging science. The book will be a welcomed reference for engineers, clinicians, and research students working with medical image compression in the biomedical imaging field. Covers various algorithms for data compression and medical image compression; Provides simulation results of compression algorithms for different types of medical images; Provides study of compressive sensing theory for compression of medical images.

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107

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Springer

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ISBN 10

3030125750

ISBN 13

9783030125752

Multibiometric Watermarking with Compressive Sensing Theory

Techniques and Applications

By: Rohit M. Thanki,Vedvyas J. Dwivedi,Komal R. Borisagar

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Multibiometric Watermarking with Compressive Sensing Theory

Techniques and Applications

By: Rohit M. Thanki,Vedvyas J. Dwivedi,Komal R. Borisagar

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189

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Springer

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ISBN 10

3319731831

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9783319731834

Moving Objects Detection Using Machine Learning

By: Navneet Ghedia,Chandresh Vithalani,Ashish M. Kothari,Rohit M. Thanki

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Moving Objects Detection Using Machine Learning

By: Navneet Ghedia,Chandresh Vithalani,Ashish M. Kothari,Rohit M. Thanki

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Springer Nature

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3030909107

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9783030909109

Hybrid Video Compression Standard

By: Dhaval R. Bhojani,Vedvyas J. Dwivedi,Rohit M. Thanki

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Hybrid Video Compression Standard

By: Dhaval R. Bhojani,Vedvyas J. Dwivedi,Rohit M. Thanki

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Springer Nature

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9811502455

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9789811502453

Speech Enhancement Techniques for Digital Hearing Aids

By: Komal R. Borisagar,Rohit M. Thanki,Bhavin S. Sedani

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Speech Enhancement Techniques for Digital Hearing Aids

By: Komal R. Borisagar,Rohit M. Thanki,Bhavin S. Sedani

This book provides various speech enhancement algorithms for digital hearing aids. It covers information on noise signals extracted from silences of speech signal. The description of the algorithm used for this purpose is also provided. Different types of adaptive filters such as Least Mean Squares (LMS), Normalized LMS (NLMS) and Recursive Lease Squares (RLS) are described for noise reduction in the speech signals. Different types of noises are taken to generate noisy speech signals, and therefore information on various noises signals is provided. The comparative performance of various adaptive filters for noise reduction in speech signals is also described. In addition, the book provides a speech enhancement technique using adaptive filtering and necessary frequency strength enhancement using wavelet transform as per the requirement of audiogram for digital hearing aids. Presents speech enhancement techniques for improving performance of digital hearing aids; Covers various types of adaptive filters and their advantages and limitations; Provides a hybrid speech enhancement technique using wavelet transform and adaptive filters.

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162

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Springer

Published Date

ISBN 10

3319968211

ISBN 13

9783319968216

Watermarking Techniques for Copyright Protection of Videos

By: Ashish M. Kothari,Vedvyas Dwivedi,Rohit M. Thanki

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Watermarking Techniques for Copyright Protection of Videos

By: Ashish M. Kothari,Vedvyas Dwivedi,Rohit M. Thanki

The book provides copyright protection approaches for videos using watermarking. The various watermarking techniques using various transforms such as discrete cosine transform (DCT), discrete wavelet transform (DWT) and singular value decomposition (SVD) for videos are presented. The book also provides video watermarking approach using compressive sensing (CS) theory. The presented watermarking techniques are designed and implemented using color digital videos. The performance of the presented techniques is evaluated using Peak Signal to Noise Ratio (PSNR) and Normalized Correlation (NC).

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