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020			_a9783031048814
024	7		_a10.1007/978-3-031-04881-4 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aTA1650 _b2022 EB
245	0	0	_aPattern Recognition and Image Analysis : _b10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings _cedited by Armando J. Pinho, Petia Georgieva, Luís F. Teixeira, Joan Andreu Sánchez
250			_aFirst edition 2022
264		1	_aCham _bSpringer International Publising _c2022
300			_a1 recurso en línea (XXVI, 694 páginas) _b248 ilustraciones, 219 ilustraciones a color
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_aLecture Notes in Computer Science _x1611-3349 _v13256
505	0		_aDOCUMENT 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through Aligned Embedding Projections -- An Interactive Machine Translation Framework for Modernizing the Language of Historical Documents -- From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation -- MEDICAL IMAGE PROCESSING --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. .
520			_aThis 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. .
988			_aSpringer_Computer_2022
650		7	_2embne _9152614 _aReconocimiento de formas _vCongresos y asambleas
650		7	_2embne _9669495 _aProceso de imágenes _vCongresos y asambleas
650		7	_2embne _9159793 _aVisión por ordenador _vCongresos y asambleas
700	1		_aPinho, Armando J. _eeditor literario _0(orcid)0000-0002-9164-0016 _1https://orcid.org/0000-0002-9164-0016 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aGeorgieva, Petia _eeditor literario _0(orcid)0000-0002-6424-6590 _1https://orcid.org/0000-0002-6424-6590 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aTeixeira, Luís F. _eeditor literario _0(orcid)0000-0002-4050-7880 _1https://orcid.org/0000-0002-4050-7880 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aSánchez, Joan Andreu _eeditor literario _0(orcid)0000-0003-0423-2020 _1https://orcid.org/0000-0003-0423-2020 _4edt _4http://id.loc.gov/vocabulary/relators/edt
776	0	8	_iPrinted edition: _z9783031048807
776	0	8	_iPrinted edition: _z9783031048821
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-04881-4 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
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998			_b11/2022 _dz _eIG _zSI