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Machine vision inspection systems. Volume 2, Machine -learning-based approaches / edited by Muthukumaran Malarvel, Soumya Ranjan Nayak, Prasant Kumar Pattnaik and Surya Narayan Panda.

Contributor(s): Malarvel, Muthukumaran [editor.] | Nayak, Soumya Ranjan, 1984- [editor.] | Pattnaik, Prasant Kumar, 1969- [editor.] | Panda, Sury Narayan [editor.].
Material type: materialTypeLabelBookPublisher: Beverly, MA : Scrivener Publishing, 2021Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781119786122; 1119786126.Other title: Machine -learning-based approaches.Subject(s): Computer vision | Computer vision -- Industrial applications | Engineering inspection -- Automation | Image processing | Image processing -- Digital techniquesGenre/Form: Electronic books.DDC classification: 006.3/7 Online resources: Wiley Online Library
Contents:
Machine Learning-Based Virus Type Classification Using Transmission Electron Microscopy Virus Images / Kalyan Kumar Jena, Sourav Kumar Bhoi, Soumya Ranjan Nayak, Chittaranjan Mallick -- Capsule Networks for Character Recognition in Low Resource Languages / C Abeysinghe, I Perera, DA Meedeniya -- An Innovative Extended Method of Optical Pattern Recognition for Medical Images With Firm Accuracy-4f System-Based Medical Optical Pattern Recognition / Priya EL Dhivya, D Jeyabharathi, KS Lavanya, S Thenmozhi, R Udaiyakumar, A Sharmila -- Brain Tumor Diagnostic System-A Deep Learning Application / T Kalaiselvi, ST Padmapriya -- Machine Learning for Optical Character Recognition System / Gurwinder Kaur, Tanya Garg -- Surface Defect Detection Using SVM-Based Machine Vision System with Optimized Feature / Ashok Kumar Patel, Venkata Naresh Mandhala, Dinesh Kumar Anguraj, Soumya Ranjan Nayak -- Computational Linguistics-Based Tamil Character Recognition System for Text to Speech Conversion / S Suriya, M Balaji, TM Gowtham, Kumar S Rahul -- A Comparative Study of Different Classifiers to Propose a GONN for Breast Cancer Detection / Ankita Tiwari, Bhawana Sahu, Jagalingam Pushaparaj, Muthukumaran Malarvel -- Mexican Sign-Language Static-Alphabet Recognition Using 3D Affine Invariants / Guadalupe Carmona-Arroyo, Homero V Rios-Figueroa, Martha Lorena Avendao-Garrido -- Performance of Stepped Bar Plate-Coated Nanolayer of a Box Solar Cooker Control Based on Adaptive Tree Traversal Energy and OSELM / S Shanmugan, FA Essa, J Nagaraj, Shilpa Itnal -- Applications to Radiography and Thermography for Inspection / Inderjeet Singh Sandhu, Chanchal Kaushik, Mansi Chitkara -- Prediction and Classification of Breast Cancer Using Discriminative Learning Models and Techniques / M Pavithra, R Rajmohan, T Ananth Kumar, R Ramya -- Compressed Medical Image Retrieval Using Data Mining and Optimized Recurrent Neural Network Techniques / Vamsidhar Enireddy, C Karthikeyan, Kumar T Rajesh, Ashok Bekkanti -- A Novel Discrete Firefly Algorithm for Constrained Multi-Objective Software Reliability Assessment of Digital Relay / Madhusudana Rao Nalluri, K Kannan, Diptendu Sinha Roy.
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Machine Learning-Based Virus Type Classification Using Transmission Electron Microscopy Virus Images / Kalyan Kumar Jena, Sourav Kumar Bhoi, Soumya Ranjan Nayak, Chittaranjan Mallick -- Capsule Networks for Character Recognition in Low Resource Languages / C Abeysinghe, I Perera, DA Meedeniya -- An Innovative Extended Method of Optical Pattern Recognition for Medical Images With Firm Accuracy-4f System-Based Medical Optical Pattern Recognition / Priya EL Dhivya, D Jeyabharathi, KS Lavanya, S Thenmozhi, R Udaiyakumar, A Sharmila -- Brain Tumor Diagnostic System-A Deep Learning Application / T Kalaiselvi, ST Padmapriya -- Machine Learning for Optical Character Recognition System / Gurwinder Kaur, Tanya Garg -- Surface Defect Detection Using SVM-Based Machine Vision System with Optimized Feature / Ashok Kumar Patel, Venkata Naresh Mandhala, Dinesh Kumar Anguraj, Soumya Ranjan Nayak -- Computational Linguistics-Based Tamil Character Recognition System for Text to Speech Conversion / S Suriya, M Balaji, TM Gowtham, Kumar S Rahul -- A Comparative Study of Different Classifiers to Propose a GONN for Breast Cancer Detection / Ankita Tiwari, Bhawana Sahu, Jagalingam Pushaparaj, Muthukumaran Malarvel -- Mexican Sign-Language Static-Alphabet Recognition Using 3D Affine Invariants / Guadalupe Carmona-Arroyo, Homero V Rios-Figueroa, Martha Lorena Avendao-Garrido -- Performance of Stepped Bar Plate-Coated Nanolayer of a Box Solar Cooker Control Based on Adaptive Tree Traversal Energy and OSELM / S Shanmugan, FA Essa, J Nagaraj, Shilpa Itnal -- Applications to Radiography and Thermography for Inspection / Inderjeet Singh Sandhu, Chanchal Kaushik, Mansi Chitkara -- Prediction and Classification of Breast Cancer Using Discriminative Learning Models and Techniques / M Pavithra, R Rajmohan, T Ananth Kumar, R Ramya -- Compressed Medical Image Retrieval Using Data Mining and Optimized Recurrent Neural Network Techniques / Vamsidhar Enireddy, C Karthikeyan, Kumar T Rajesh, Ashok Bekkanti -- A Novel Discrete Firefly Algorithm for Constrained Multi-Objective Software Reliability Assessment of Digital Relay / Madhusudana Rao Nalluri, K Kannan, Diptendu Sinha Roy.

Includes bibliographical references and index.

Online resource; title from PDF title page (John Wiley, viewed February 2, 2021).

Wiley Frontlist Obook All English 2021

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