Image and Video Processing and Recognition Based on Artificial Intelligence

• Format: eBook
• Language: English
• Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Subjects: Technology: general issues; action recognition; active learning; armature; artificial image generation; artificial intelligence; autoencoders; bag of deep features; binarized statistical image features; biometrics; body orientation; bounding box regression; brain computer interface; building extraction; camera position; channel interaction; character recognition; common spatial patterns; computer vision; continuous wavelet transform; convolutional neural network; convolutional neural networks; crowd counting; cycle-consistent adversarial networks; data augmentation; deep convolutional neural networks; deep learning; depth map; domain adaptation; edges to photos; emotion recognition; entropy and response; epidermis; face image analysis; face parsing; face recognition; facial attributes classification; fast approximation; feature distillation; finger position; finger-vein recognition; fully convolutional networks; GC-LSTM model; generative adversarial net; generative adversarial network; generative adversarial network (GAN); generative models; global context; graph matching; guidance; helicopter footage; heterogeneous database; high-resolution remote sensing image; HKPolyU-DB; homotopy iterative hard thresholding; image de-raining; image processing; image pyramid; image-to-image conversion; infrared circumferential scanning system; joint attention; K-nearest neighbors; Krawtchouk polynomials; label to photos; lighting; local context; loss function; malignant thyroid nodule; Marr wavelets; mask R-CNN; medical image fusion; monocular depth estimation; multi resolution network; multi-person; multi-scale decomposition; multi-task; multitask learning; normalized cross-correlation; object recognition; optimization; orthogonal moments; orthogonal polynomials; pathology; pose estimation; prediction system; presentation attack detection; presentation attack face images; RANSAC; remote sensing; residual network; satellite image; SDUMLA-HMT-DB; semantic segmentation; semi-supervised learning; single-sample face recognition; skin; social robotics; sparse coding; super-resolution; support vector machine; surface defect detection; surface inspection; target recognition; Tchebichef polynomials; transfer learning; typhoon; ultrasound image; unobserved database; vehicle recognition; weighted binary cross-entropy loss
• Online Access: Open Access: DOAB: description of the publication; Open Access: DOAB, download the publication
• Physical Description: 1 online resource (431 p.)
• ISBN: 9783036515915; 9783036515922; books978-3-0365-1591-5
• Access: Open Access

This book includes 23 published papers on Special issues of "Image and Video Processing and Recognition Based on Artificial Intelligence" in the journal Sensors. The purpose of this Special Issue was to invite high-quality and state-of-the-art academic papers on challenging issues in the field of AI-based image and video processing and recognition.