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Computer vision : applications of visual AI and image processing / edited by Pancham Shukla, Rajanikanth Aluvalu, Shilpa Gite and Uma Maheswari V.

"This book focuses on the latest developments in the fields of visual AI, image processing and computer vision. It shows research in basic techniques like image pre-processing, feature extraction, and enhancement, along with applications in biometrics, healthcare, neuroscience and forensics. Th...

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Bibliographic Details
Online Access: Full Text (via Skillsoft)
Other Authors: Shukla, Pancham (Editor), Aluvalu, Rajanikanth (Editor), Gite, Shilpa (Editor), Maheswari, Uma V. (Editor)
Format: eBook
Language:English
Published: Berlin ; Boston : Walter de Gruyter GmbH, [2023]
Series:De Gruyter frontiers in computational intelligence ; v. 15.
Subjects:
Computer vision.
Artificial intelligence.
Image processing.
Image processing
Artificial intelligence
Computer vision
Table of Contents:
  • 1. OpenCV libraries for computer vision / Suresh B. Kumar, Viswanadha S. Raju and Uma V. Maheswari
  • 2. Data science, computer vision and machine learning for agriculture and natural resource management: an overview / Mehul S. Raval, G.P. Obi Reddy, Sanjay Chaudhary and J. Adinarayana
  • 3. Image caption generating system using convolutional neural networks and long short-term memory networks / P. Umamaheswari and D. Vaishnavi
  • 4. Computer vision for healthcare applications / Indira Liginani and Akka Lakshmi Muddana
  • 5. Mental disorder prediction using facial expression based on machine learning techniques / Gagan Dubey
  • 6. Neonatal monitoring system using IoT and object detection / G. Malini Devi
  • 7. Video surveillance fire detection and quick alarm systems / Kiran P. Kamble, Vijay R. Ghorpade, Sonali Patil, Pratibha Garje and Pooja D. Mundada
  • 8. Face mask detection and crowd size estimation using IoT platform / Vaibhav Tasgaonkar, Ujwala Kshirsagar, Soham Hudnurkar and Pravin Sridhar
  • 9. Generative adversary networks novel trends in image processing / J. Srinivas and Rajesham Gajula
  • 10. Computer vision-based approach for alphabetic recognition and Indian Sign Language recognition system / Rutuja D. Bhandari and Shraddha Phansalkar
  • 11. Automated healthcare system using gamification and AI-based chatbot / Megharani Patil, Yash Gupta, Vatsal Kadakia and Harsh Doshi
  • 12. Prediction of MRI tumor condition through image segmentation using deep neural network approach / Kiran L.N. Eranki
  • 13. Color constancy adjustment techniques / Abdulnasser Alwaheed, Md Akmol Hussain and Akbar Sheikh-Akbari
  • 14. Hyperspectral imaging and its applications for vein detection: a review / Henry Ndu, Akbar Sheikh-Akbari and Iosif Mporas
  • 15. Detection of augmented facial landmarks-based face swapping / Sadu Chiranjeevi and Pradip K. Das
  • 16. Factors affecting the accuracy of a laser scanner / Pavan Kumar Asundi, Deepa Radhakrishna and Kavitha Veeraswamy.

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