Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II)
This reprint focuses on challenging issues in the field of AI-based image and video processing and recognition, including the topics of AI-based image processing, understanding, recognition, compression, and reconstruction; AI-based video processing, understanding, recognition, compression, and reco...
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| Formaat: | Online |
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| Taal: | Engels |
| Gepubliceerd in: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| Onderwerpen: | |
| Online toegang: | ONIX_20230623_9783036576022_109 |
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| _version_ | 1869529923543105536 |
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| collection | Directory of Open Access Books |
| description | This reprint focuses on challenging issues in the field of AI-based image and video processing and recognition, including the topics of AI-based image processing, understanding, recognition, compression, and reconstruction; AI-based video processing, understanding, recognition, compression, and reconstruction; computer vision based on AI; AI-based biometrics; AI-based object detection and tracking; approaches that combine AI techniques and conventional methods for image and video processing and recognition; explainable AI (XAI) for image and video processing and recognition; generative adversarial network (GAN)-based image and video processing and recognition; and approaches that combine AI techniques and blockchain methods for image and video processing and recognition. |
| format | Online |
| id | doab-20.500.12854ir-100877 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1008772024-04-11T15:10:51Z Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II) Park, Kang Ryoung Lee, Sangyoun Kim, Euntai Finger-vein recognition motion blur image restoration modified DeblurGAN CNN deep learning stress recognition stress database spatial attention temporal attention facial landmark pose estimation convolutional neural network lightweight knowledge distillation histogram oriented graphic multi-camera multi-object tracking detection quality traffic sign recognition sliding windows meta learning classification construction sign detection image synthesis cut-and-paste perspective transformation group-sparsity loss temporal attention module video-based pedestrian-attribute recognition gait recognition self-supervised learning multi-task learning weakly-supervised learning biometrics cross-sensor fingerprints fingerprint enhancement cGAN adversarial learning video summarization spatial–temporal features cross-attention adaptive video streaming A-LSTM networks bit rate measurement client–server model HTTP reference metrics video quality image deraining neural network vision transformer generative adversarial network computer vision information retrieval content-based video retrieval anomaly detection generation error feature trajectory smoothness surveillance video facial expression recognition spatial transformation network attention mechanism triplet loss function intra-similarity problem breast cancer ultrasonography autoencoder brain image registration generation adversarial network hand detection hand classification YOLO-family networks convolutional neural networks (CNNs) egocentric vision unsupervised learning reinforcement learning piecewise linear interpolation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities This reprint focuses on challenging issues in the field of AI-based image and video processing and recognition, including the topics of AI-based image processing, understanding, recognition, compression, and reconstruction; AI-based video processing, understanding, recognition, compression, and reconstruction; computer vision based on AI; AI-based biometrics; AI-based object detection and tracking; approaches that combine AI techniques and conventional methods for image and video processing and recognition; explainable AI (XAI) for image and video processing and recognition; generative adversarial network (GAN)-based image and video processing and recognition; and approaches that combine AI techniques and blockchain methods for image and video processing and recognition. 2023-06-23T09:50:00Z 2023-06-23T09:50:00Z 2023 book ONIX_20230623_9783036576022_109 9783036576022 9783036576039 https://directory.doabooks.org/handle/20.500.12854/100877 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/7341 https://mdpi.com/books/pdfview/book/7341 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-7603-9 10.3390/books978-3-0365-7603-9 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036576022 9783036576039 382 Basel open access |
| spellingShingle | Finger-vein recognition motion blur image restoration modified DeblurGAN CNN deep learning stress recognition stress database spatial attention temporal attention facial landmark pose estimation convolutional neural network lightweight knowledge distillation histogram oriented graphic multi-camera multi-object tracking detection quality traffic sign recognition sliding windows meta learning classification construction sign detection image synthesis cut-and-paste perspective transformation group-sparsity loss temporal attention module video-based pedestrian-attribute recognition gait recognition self-supervised learning multi-task learning weakly-supervised learning biometrics cross-sensor fingerprints fingerprint enhancement cGAN adversarial learning video summarization spatial–temporal features cross-attention adaptive video streaming A-LSTM networks bit rate measurement client–server model HTTP reference metrics video quality image deraining neural network vision transformer generative adversarial network computer vision information retrieval content-based video retrieval anomaly detection generation error feature trajectory smoothness surveillance video facial expression recognition spatial transformation network attention mechanism triplet loss function intra-similarity problem breast cancer ultrasonography autoencoder brain image registration generation adversarial network hand detection hand classification YOLO-family networks convolutional neural networks (CNNs) egocentric vision unsupervised learning reinforcement learning piecewise linear interpolation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II) |
| title | Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II) |
| title_full | Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II) |
| title_fullStr | Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II) |
| title_full_unstemmed | Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II) |
| title_short | Image and Video Processing and Recognition Based on Artificial Intelligence (Volume II) |
| title_sort | image and video processing and recognition based on artificial intelligence volume ii |
| topic | Finger-vein recognition motion blur image restoration modified DeblurGAN CNN deep learning stress recognition stress database spatial attention temporal attention facial landmark pose estimation convolutional neural network lightweight knowledge distillation histogram oriented graphic multi-camera multi-object tracking detection quality traffic sign recognition sliding windows meta learning classification construction sign detection image synthesis cut-and-paste perspective transformation group-sparsity loss temporal attention module video-based pedestrian-attribute recognition gait recognition self-supervised learning multi-task learning weakly-supervised learning biometrics cross-sensor fingerprints fingerprint enhancement cGAN adversarial learning video summarization spatial–temporal features cross-attention adaptive video streaming A-LSTM networks bit rate measurement client–server model HTTP reference metrics video quality image deraining neural network vision transformer generative adversarial network computer vision information retrieval content-based video retrieval anomaly detection generation error feature trajectory smoothness surveillance video facial expression recognition spatial transformation network attention mechanism triplet loss function intra-similarity problem breast cancer ultrasonography autoencoder brain image registration generation adversarial network hand detection hand classification YOLO-family networks convolutional neural networks (CNNs) egocentric vision unsupervised learning reinforcement learning piecewise linear interpolation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities |
| topic_facet | Finger-vein recognition motion blur image restoration modified DeblurGAN CNN deep learning stress recognition stress database spatial attention temporal attention facial landmark pose estimation convolutional neural network lightweight knowledge distillation histogram oriented graphic multi-camera multi-object tracking detection quality traffic sign recognition sliding windows meta learning classification construction sign detection image synthesis cut-and-paste perspective transformation group-sparsity loss temporal attention module video-based pedestrian-attribute recognition gait recognition self-supervised learning multi-task learning weakly-supervised learning biometrics cross-sensor fingerprints fingerprint enhancement cGAN adversarial learning video summarization spatial–temporal features cross-attention adaptive video streaming A-LSTM networks bit rate measurement client–server model HTTP reference metrics video quality image deraining neural network vision transformer generative adversarial network computer vision information retrieval content-based video retrieval anomaly detection generation error feature trajectory smoothness surveillance video facial expression recognition spatial transformation network attention mechanism triplet loss function intra-similarity problem breast cancer ultrasonography autoencoder brain image registration generation adversarial network hand detection hand classification YOLO-family networks convolutional neural networks (CNNs) egocentric vision unsupervised learning reinforcement learning piecewise linear interpolation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities |
| url | ONIX_20230623_9783036576022_109 |