Computer Analysis of Images and Patterns: 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part II: Lecture Notes in Computer Science, cartea 13053
Editat de Nicolas Tsapatsoulis, Andreas Panayides, Theo Theocharides, Andreas Lanitis, Constantinos Pattichis, Mario Ventoen Limba Engleză Paperback – 31 oct 2021
The 87 papers presented were carefully reviewed and selected from 129 submissions. The papers are organized in the following topical sections across the 2 volumes: 3D vision, biomedical image and pattern analysis; machine learning; feature extractions; object recognition; face and gesture, guess the age contest, biometrics, cryptography and security; and segmentation and image restoration.
Toate formatele și edițiile | Preț | Express |
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Paperback (2) | 529.27 lei 6-8 săpt. | |
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Springer International Publishing – noi 2021 | 531.89 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783030891305
ISBN-10: 3030891305
Pagini: 446
Ilustrații: XXI, 446 p. 168 illus., 139 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.65 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Image Processing, Computer Vision, Pattern Recognition, and Graphics
Locul publicării:Cham, Switzerland
ISBN-10: 3030891305
Pagini: 446
Ilustrații: XXI, 446 p. 168 illus., 139 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.65 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Image Processing, Computer Vision, Pattern Recognition, and Graphics
Locul publicării:Cham, Switzerland
Cuprins
Machine Learning.- Deep Learning Based Automated Vickers Hardness Measurement.- ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch.- Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning.- AMI-Class: Towards a Fully Automated Multi-view Image Classifier.- How realistic should synthetic images be for training crowd counting models?.- Unsupervised Recognition of the logical structure of Business Documents based on Spatial Relationships.- Feature Extraction.- The method for adaptive material classification and pseudo-coloring of the baggage X-ray images.- Sampling of Non-flat Morphology for Grey Value Images.- A Multi-Scale Line Feature Detection Using Second Order Semi-Gaussian Filters.- Experimental analysis of Appearance Maps as Descriptor Manifolds approximations.- Building Hierarchical Tree Representations Using Homological-Based Tools.- Face verification in practice: The case of Greek artist Leonidas Arniotis.- Object Recognition.- Spatio-temporal object detection from UAV on board cameras.- Automatic Watermeter Reading in Presence of Highly Deformed Digits.- HR-Crime: Human-Related Anomaly Detection in Surveillance Videos.- Sequence-based Recognition of License Plates with Severe Out-of-Distribution Degradations.- Exploiting Spatio-Temporal Coherence for Video Object Detection in Robotics.- Face and Gesture.- A Study of General Data Improvement for Large-Angle Head Pose Estimation.- Knight Tour Patterns: Novel Handcrafted Feature Descriptors for Facial Expression Recognition.- Exploiting visual context to identify people in TV programs.- Foreground-guided Facial Inpainting with Fidelity Preservation.- Talking Detection In Collaborative Learning Environments.- Facial Recognition in Collaborative Learning Videos.- Guess the Age Contest.- Guess The Age Contest: Age Estimation From Facial Images with Deep Convolutional Neural Networks.- Real-Time Age Estimation From Facial Images Using YOLO and EfficientNet.- Single View Facial Age Estimation Using Deep Learning with Cascading Random Forests.- Age-Style Augmentation for Facial Age Estimation.- LAE : Long-tailed Age Estimation.- Biometrics, Cryptography and Security.- Toward a robust shape and texture face descriptor for efficient face recognition in the wild.- Automatic Gender Classification from Handwritten Images: a Case Study.- Learning to Read L’Infinito: Handwritten Text Recognition with Synthetic Training Data.- Robust watermarking approach for 3D multirsolution meshes based on multi-wavelet transform, SHA512 and turbocodes.- A spherical harmonics-LSB-quantification adaptive watermarking approach for 3D multiresolution meshes security.- Authentication of Vincent van Gogh’s Work.- Segmentation and Image Restoration.- Anisotropic Diffusion-Based Enhancement of Scene Segmentation with InstanceLabels.- Jigsaw Puzzle Solving as a Consistent Labeling Problem.- Single-Loss Multi-Task Learning For Improving Semantic Segmentation Using Super-Resolution.- Deep Fisher Score Representation via Sparse Coding.- D-LSD: a Distorted Line Segment Detector for Calibrated Images.- Efficient Data Optimisation for Harmonic Inpainting with Finite Elements.-