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Pattern Recognition and Image Analysis 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings
Title
Pattern Recognition and Image Analysis [electronic resource] : 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings / edited by Armando J. Pinho, Petia Georgieva, Luís F. Teixeira, Joan Andreu Sánchez.
ISBN
9783031048814
Edition
1st ed. 2022.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2022.
Physical Description
1 online resource (XXVI, 694 p.) 248 illus., 219 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This book constitutes the refereed proceedings of the 10th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2022, held in Aveiro, Portugal, in May 2022. The 54 papers accepted for these proceedings were carefully reviewed and selected from 72 submissions. They deal with document analysis; medical image processing; biometrics; pattern recognition and machine learning; computer vision; and other applications. .
Variant and related titles
Springer ENIN.
Other formats
Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
May 04, 2022
Series
Lecture Notes in Computer Science, 13256
Contents
DOCUMENT ANALYSIS
Test Sample Selection for Handwriting Recognition through Language Modeling
Classification of Untranscribed Handwritten Notarial Documents by Textual Contents
Incremental Vocabularies in Machine Translation through Aligned Embedding Projections
An Interactive Machine Translation Framework for Modernizing the Language of Historical Documents
From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation
MEDICAL IMAGE PROCESSING
Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection
Deep Learning for Diagnosis of Alzheimer's Disease with FDG-PET Neuroimaging
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes
Increased Robustness in Chest X-ray Classification through Clinical Report-driven regularization
MEDICAL APPLICATIONS
Deep Detection Models for Measuring Epidermal Bladder Cells
On the performance of deep learning models for respiratory sound classification trained on unbalanced data
Automated Adequacy Assessment of Cervical Cytology Samples using Deep Learning
Exploring Alterations in Electrocardiogram during the Postoperative Pain
Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification
Detection of epilepsy in EEGs using Deep Sequence models - A Comparative Study
BIOMETRICS
Facial Emotion Recognition for Sentiment Analysis of Social Media Data
Heartbeat selection based on outlier removal
Characterization of emotions through facial Electromyogram signals
Feature selection for emotional well-being monitorization
Temporal Convolutional Networks for Robust Face Liveness Detection
PATTERN RECOGNITION & MACHINE LEARNING
MaxDropoutV2: An Improved Method to Drop out Neurons in Convolutional Neural Networks
Transparent management of adjacencies in the cubic grid
Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification through Active Learning
Feature-based classification of archaeal sequences using compression-based methods
A first approach to Image Transformation Sequence Retrieval
Discriminative Learning of Two-Dimensional Probabilistic Context-Free Grammars for Mathematical Expression Recognition and Retrieval
COMPUTER VISION
Golf Swing Sequencing using Computer Vision
Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition
An Innovative Vision System for Floor-Cleaning Robots based on YOLOv5
LIDAR Signature based Node Detection and Classification in graph topological maps for indoor navigation
Event Vision in Egocentric Human Action Recognition
An edge-based computer vision approach for determination of sulfonamides in water
IMAGE PROCESSING
Visual Semantic Context Encoding for Aerial Data Introspection and Domain Prediction
An End-to-End Approach for Seam Carving Detection using Deep Neural Networks
Proposal of a comparative framework for face super-resolution algorithms in forensics
On the use of Transformers for end-to-end Optical Music Recognition
Retrieval of Music-Notation Primitives via Image-to-Sequence
Digital image conspicuous features classification using TLCNN model with SVM classifier
Contribution of low, mid and high-level image features in predicting human similarity judgements
On the Topological Disparity Characterization of Square-pixel Binary Image Data by a Labeled Bipartite Graph
Learning Sparse Masks for Diffusion-based Image Inpainting
Extracting Descriptive Words from Untranscribed Handwritten Images
OTHER APPLICATIONS
GMM-aided DNN Bearing Fault Diagnosis using Sparse Autoencoder Feature Extraction
Identification of External Defects on FruitsUsing Deep Learning
Improving Action Quality Assessment using Weighted Aggregation
Improving Licence Plate Detection using Generative Adversarial Networks
Film shot type classification based on camera movement styles
The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition
A case of study on traffic cone detection for autonomous racing on a Jetson platform
Energy savings in residential buildings based on adaptive thermal comfort models
Opt-SSL: An Enhanced Self-Supervised Framework for Food Recognition
Using bus tracking data to detect potential hazard driving zones
Dynamic PCA based statistical monitoring of air pollutant concentrations in wildfire scenarios. .
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