Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25–28, 2023, Proceedings, Part II: Lecture Notes in Computer Science, cartea 14185
Editat de Nicolas Tsapatsoulis, Andreas Lanitis, Marios Pattichis, Constantinos Pattichis, Christos Kyrkou, Efthyvoulos Kyriacou, Zenonas Theodosiou, Andreas Panayidesen Limba Engleză Paperback – 20 sep 2023
The 54 full papers presented were carefully reviewed and selected from 67 submissions. They were organized in the following section as follows:
Part I: PAR Contest 2023; Deep Learning; Machine Learning for Image and Pattern Analysis; and Object Recognition and Segmentation.
Part II : Biometrics- Human Pose Estimation- Action Recognition; Biomedical Image and Pattern Analysis; and General Vision- AI Applications.
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Specificații
ISBN-13: 9783031442391
ISBN-10: 3031442393
Pagini: 279
Ilustrații: XXIII, 279 p. 97 illus., 89 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.43 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
ISBN-10: 3031442393
Pagini: 279
Ilustrații: XXIII, 279 p. 97 illus., 89 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.43 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
Cuprins
Biometrics - Human Pose Estimation - Action Recognition.- A Systematic Approach for Automated Lecture Style Evaluation Using Biometric Features.- Highly crowd detection and counting based on curriculum learning.- Race Bias Analysis of Bona Fide Errors in Face Anti-spoofing.- Fall detection with event-based data: A case study.- Towards Accurate and Efficient Sleep Period Detection using Wearable Devices.- RLSTM: A Novel Residual and Recurrent Network for Pedestrian Action Classification.- Biomedical Image and Pattern Analysis.- Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms.- Complete AI-based System for Dietary Assessment and Personalized Insulin Adjustment in Type 1 Diabetes Self-Management.- COFI - Coarse-semantic to fine-instance unsupervised mitochondria segmentation in EM.- Empirical study of attention-based models for automatic classification of gastrointestinal endoscopy images.- Classification of Breast Micro-Calcifications as Benign or Malignant using Subtraction of Temporally Sequential Digital Mammograms and Machine Learning.- Fourier Descriptor Loss and Polar Coordinate Transformation for Pericardium Segmentation.- Stroke Risk Stratification Using Transfer Learning on Carotid Ultrasound Images.- Comparative Study of Explainable AI models in the assessment of Multiple Sclerosis.- General Vision - AI Applications.- Biometric Recognition of African Clawed Frogs.- Teacher-Student synergetic knowledge distillation for detecting alcohol consumption in NIR iris Images.- Performance Assessment of Fine-tuned Barrier Recognition Models in Varying Conditions.- Keyrtual: A Lightweight Virtual Musical Keyboard based on RGB-D and Sensors Fusion.- Classification of Honey Pollens with ImageNet Neural Networks.- Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.- Unsupervised Representation Learning in Partially Observable Atari Games.- Structural Analysis of the Additive Noise Impact on the α-tree.- Augmented Reality for indoor localization and navigation: the case of UNIPI AR Experience.- A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images.- Perceptual Light Field Image Coding with CTU Level Bit Allocation.- Comparative Performance Assessment of Different Video Codecs.