Document-Image Related Visual Sensors and Machine Learning Techniques

• Format: eBook
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: chart recognition; classification; close range; convolutional neural networks; data augmentation; deep learning; depth image filtering; depth resolution; detection; document classification; document images; document scanning; encoder-decoder network; feature learning; feature selection; fuzzy c-means; hand pose; house architecture type classification; house type classification; image binarization; image pre-processing; imbalanced dataset; incomplete multimedia data; Kinect v2; local thresholding; Mathematics and Science; multiple scales; multispectral imaging; n/a; natural images; optical character recognition; perspective correction; Physics; point clouds filtering; portable sensor; Reference, Information and Interdisciplinary subjects; Research and information: general; scene text detection; scene text recognition; text position correction; variational autoencoder; visual sensor; visualization

This reprint includes impactful chapters related to document-image related visual sensing, which do present and comprehensively discuss selected scientific concepts, frameworks, architectures and ideas on sensing technologies and machine-learning techniques. Indeed, document imaging/scanning approac...