图书简介
There is a drastic growth in multimedia data. Even during the Covid-19 pandemic, we observed that the images helped doctors immensely in fast detection of Covid-19 infection in patients. There are many critical applications where images play a vital role. These applications use raw image data to extract some useful information about the world around us. Quick extraction of valuable information from raw images is one challenge that academicians and professionals face nowadays. This is where image processing comes into action. Image processing’s primary purpose is to get an enhanced image or extract some useful information from it. Therefore, there is a major need for some technique or system that addresses this challenge. Intelligent Systems have emerged as a solution to address quick image information extraction. In simple words, an Intelligent System can be defined as a mathematical model that adapts itself to deal with the problems’ dynamicity. These systems learn how to act so it can reach their objectives. Intelligent System helps accomplish various image processing functions like enhancement, segmentation, reconstruction, object detection, and morphing. The advent of Intelligent Systems in the image processing field has leveraged many critical applications for humankind. These critical applications include factory automation, biomedical imaging analysis, and decision-econometrics, Intelligent Systems and challenges.
Chapter 1: Digital Image Processing: Theory and ApplicationsFasel Qadir, Zubair Jeelani, Gulnawaz Gani
Chapter 2: Content Based Image Retrieval using Texture FeaturesPrashant Srivastava, Manish Khare, Ashish Khare
Chapter 3: Use of Computer Vision Technique In Healthcare Using MRI ImagesSonali D. Patil , Atul B. Kathole, Kapil N. Vhatkar, Roshani Raut
Chapter 4: Hierarchical Clustering Fuzzy Features Subset Classifier with Ant Colony Optimization for Lung Image ClassificationLeena Bojaraj, R.Jaikumar
Chapter 5: Health-Mentor: A Personalized Health Monitoring System Using Internet of Things And Blockchain TechnologiesSumathi M, Rajkamal MChapter 6: Image analysis using Artificial Intelligence in Chemical Engineering processes: Current Trends and Future DirectionsP Swapna Reddy, Praveen Kumar GhodkeChapter 7: Automatic Vehicle Number Plate Text Detection and Recognition Using Mobilenet Architecture for Single Shot Detection (Ssd) TechniqueAhmed Mateen Buttar, Muhammad Arslan Anwar Chapter 8: Medical Image Compression using Radial Basic Function Neural Network – Towards aiding the Teleradiology for Medical Data Storage and TransferL.R Jonisha Miriam, A. Lenin Fred, S.N Kumar, Ajay Kumar H, Parasuraman Padmanabhan, Balàzs Gulyàs, Christina Jane IChapter 9: Prospects of wearable inertial sensors for assessing performance of sports person using machine learning algorithmsRavi Kant Avvari, Priyobroto Basu
Chapter 10: Long Short-Term Memory Neural Network, Bottleneck Distance and their Combination for Topological-based Facial Expression RecognitionDjamel Bouchaffra, Faycal Ykhlef, Assia Baouta
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