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Effective Processing of Convolutional Neural Networks for Computer Vision: A Tutorial and Survey
IETE Technical Review, 2020Over the past few years, Convolutional neural networks (ConvNets) is emerging as computer vision discipline within deep learning. ConvNets is a key strategy for addressing computer vision problems, yet the theories behind their effectiveness in the ...
Ronald Tombe, Serestina Viriri
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Agriculture is the backbone of Indian economy and livelihood of Indians relies on Agriculture. In recent days, farmers face many issues because of the diseases that affect the crops. Due to the affected n, yearly productivity of farmers is lower. Manual monitoring of plant disease tends to require enormous amount of work and also require excessive ...
Dr.M.ASHOKKUMAR +2 more
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Dr.M.ASHOKKUMAR +2 more
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Image Processing Techniques and its Applications in Computer Vision and Artificial Intelligence
Image Processing Techniques and its Applications in Computer Vision and Artificial Intelligence provides a comprehensive overview of image processing methods and their integration with AI and computer vision. The book covers essential techniques such as filtering, segmentation, and feature extraction, alongside advanced algorithms like edge detection ...openaire +2 more sources
AI in Computer Vision: Image Processing, Object Detection, and Recognition Techniques
In the rapidly evolving field of multi-modal data integration, harnessing diverse data sources has become pivotal for advancing applications across various domains. This chapter delves into cutting-edge techniques and methodologies for integrating multi-modal data, with a focus on image processing, object detection, and recognition. Emphasis was placedopenaire +1 more source
Defect detection on wind turbine blades using computer vision and image processing techniques
The research presented in this thesis enhances the accuracy and efficiency of wind turbine blade (WTB) inspections using advanced image processing and computer vision techniques. It addresses significant challenges in existing methods by introducing novel segmentation and defect detection strategies for WTBs, utilizing the high-resolution Blade30 droneopenaire +1 more source
A comprehensive review on soil classification using deep learning and computer vision techniques
Multimedia tools and applications, 2021P. Srivastava +2 more
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Computer Vision, Graphics, and Image Processing
Lecture Notes in Computer Science, 2016Snehasis Mukherjee +7 more
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Image processing techniques for computer vision in the food and beverage industries
2012N.A. Valous, D.-W. Sun
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Damage detection with image processing: a comparative study
Earthquake Engineering and Engineering Vibration, 2023Marianna Crognale +3 more
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Image-based profiling for drug discovery: due for a machine-learning upgrade?
Nature Reviews Drug Discovery, 2020Srinivas Niranj Chandrasekaran +2 more
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