| TÃtulo : |
International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings |
| Tipo de documento: |
documento electrónico |
| Autores: |
Lu, Yue, ; Vincent, Nicole, ; Yuen, Pong Chi, ; Zheng, Wei-Shi, ; Cheriet, Farida, ; Suen, Ching Y., |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2020 |
| Número de páginas: |
XX, 741 p. 95 ilustraciones |
| ISBN/ISSN/DL: |
978-3-030-59830-3 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Visión Educación IngenierÃa Informática y Redes Aprendizaje automático Computadoras y Educación Aplicación informática en ciencias sociales y del comportamiento Procesamiento de imágenes Visión por computador Procesamiento de datos Ciencias soci |
| Ãndice Dewey: |
6 |
| Resumen: |
Este libro constituye las actas de la Segunda Conferencia Internacional sobre Reconocimiento de Patrones e Inteligencia Artificial, ICPRAI 2020, que tuvo lugar en Zhongshan, China, en octubre de 2020. Los 49 artÃculos completos y 14 breves presentados fueron cuidadosamente revisados ​​y seleccionados para su inclusión en el libro. . Los artÃculos se organizaron en secciones temáticas de la siguiente manera: escritura a mano y procesamiento de textos; caracterÃsticas y clasificadores; aprendizaje profundo; visión por ordenador y procesamiento de imágenes; imágenes y aplicaciones médicas; y estudios forenses y diagnóstico médico. . |
| Nota de contenido: |
Handwriting and Text Processing -- Gender Detection from Arabic Handwritten Documents Using the Concept of Transfer-Learning -- Split and Merge: Component Based Segmentation Network for Text Detection -- Gate-Fusion Transformer for Multimodal Sentiment Analysis -- Overview of Mathematical Expression Recognition -- Handwritten Mathematical Expression Recognition: A Survey -- Commodity Classification Based on Multi-Modal Jointly Using Image and Text Information -- A New DCT-FFT Fusion based Method for Caption and Scene Text Classification in Action Video Images -- A New Method For Detecting Altered Text in Document Images -- Hand-drawn Object Detection For Scoring Wartegg Zeichen Test -- Application of Deep Learning for Online Handwritten Mathematical Expression Recognition: A Review -- Comparison of Persian Handwritten Digit Recognition in Three Color Modalities Using -- Deep Neural Networks -- Application of Deep Learning in Handwritten Mathematical Expressions Recognition -- Automating Stress Detection using Handwriting -- Recognition of Cursive Caption Text using Deep Learning - A Comparative Study on Recognition Units -- Features and Classifiers -- A Hybrid Multiple Classifier System Applied in Life Insurance Underwriting -- Generative Adversarial-Synergetic Networks for Anomaly Detection -- Multi-Features Integration for Speech Emotion Recognition -- Analysis of Multi-Class Classification of EEG signals using Deep Learning on MUSE Dataset -- A Deep Object Detection Method for Pineapple Fruit and Flower Recognition in Cluttered Background -- A New Credit Scoring Model Based on Prediction of Signal on Graph -- Characterizing the impact of using features extracted from pre-trained models on the quality of video captioning sequence-to-sequence models -- Prediction of Subsequent Memory Effects using Convolutional Neural Network -- Secure Data Transmission of Smart Home Sensor Networks Based on Information Hiding -- Differences and Similarities learning for Unsupervised Feature Selection.-Manifold-based classifier ensembles -- PD-DARTS: Progressive Discretization Differentiable Architecture Search -- Transformed Network Based on Task-driven -- A Blockchain-based Online Game Design Architecture for Performance Issues -- Predicting US Elections with Social Media and Neural Networks -- Deep Learning -- From Pixels to Random Walk Based Segments for Image Time Series Deep Classification -- Handwriting and Hand-Sketched Graphics Detection Using Convolutional Neural Networks -- Deep Active Learning With Simulated Rationales for Text Classification -- License plate Detection and Recognition by Convolutional Neural Networks -- Incorporating Human Views into Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval -- Overview: Research Progress on Pest and Disease Identification -- Advanced Data Preprocessing for Detecting Cybercrime in Text-based Online Interactions -- A Real-time License-Plate Detection Method using Deep Learning Approaches -- Computer Vision and Image Processing -- Facial Beauty Prediction Using Transfer Learning and Multi-Task Learning Techniques -- CycleGAN-based Image Translation for Near-infrared Camera-trap Image Recognition -- Object Detection Based on Sparse Representation of Foreground -- An Application and Integration of Machine Learning Approach on a Real IoT Agricultural Scenario -- Spatio-temporal stability analysis in Satellite Image Times Series -- Overview of Crowd Counting -- Rotation-invariant Face Detection with Multi-Task Progressive Calibration Networks -- Enlacement and Interlacement Shape Descriptors -- Image orientation detection using convolutional neural network -- Multi-Layer Cross-Domain Non-Negative Matrix Factorization for Cross-Scene Dimension Reduction on Hyperspectral images -- A Comprehensive, Unconstrained, License Plate Database -- An extended evaluation of the impact of different modules in ST-VQA systems -- Computer-aided Wartegg Drawing Completion Test -- Medical Imaging and Applications -- A Novel ECG Signal Classification Algorithm Based on Common and Specific Components Separation -- Sit-To-Stand test for neurodegenerative diseases video classification -- A two stage method for abnormality diagnosis of musculoskeletal radiographs -- Clinical Decision Support Systems for Predicting Patients Liable to Acquire Acute Myocardial Infarctions -- A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection -- An Integrated Deep Approach for Lesion Detection in Breast MRI -- Single image super-resolution for medical image applications -- Forensic Studies and Medical Diagnosis -- A Blob Detector Images-Based Method for Counterfeit Coin Detection by Fuzzy Association Rules Mining -- Interpreting Deep Glucose Predictive Models for Diabetic People Using the RETAIN Architecture -- Abusive Language Detection using BERT Pre-trained Embedding -- Classification of criminal news over time using Bidirectional LSTM -- End-to-end generative adversarial network for hand-vein recognition -- A Survey on Peripheral Blood Smear Analysis Using Deep Learning. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
International Conference, ICPRAI 2020, Zhongshan, China, October 19–23, 2020, Proceedings [documento electrónico] / Lu, Yue, ; Vincent, Nicole, ; Yuen, Pong Chi, ; Zheng, Wei-Shi, ; Cheriet, Farida, ; Suen, Ching Y., . - 1 ed. . - [s.l.] : Springer, 2020 . - XX, 741 p. 95 ilustraciones. ISBN : 978-3-030-59830-3 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Visión Educación IngenierÃa Informática y Redes Aprendizaje automático Computadoras y Educación Aplicación informática en ciencias sociales y del comportamiento Procesamiento de imágenes Visión por computador Procesamiento de datos Ciencias soci |
| Ãndice Dewey: |
6 |
| Resumen: |
Este libro constituye las actas de la Segunda Conferencia Internacional sobre Reconocimiento de Patrones e Inteligencia Artificial, ICPRAI 2020, que tuvo lugar en Zhongshan, China, en octubre de 2020. Los 49 artÃculos completos y 14 breves presentados fueron cuidadosamente revisados ​​y seleccionados para su inclusión en el libro. . Los artÃculos se organizaron en secciones temáticas de la siguiente manera: escritura a mano y procesamiento de textos; caracterÃsticas y clasificadores; aprendizaje profundo; visión por ordenador y procesamiento de imágenes; imágenes y aplicaciones médicas; y estudios forenses y diagnóstico médico. . |
| Nota de contenido: |
Handwriting and Text Processing -- Gender Detection from Arabic Handwritten Documents Using the Concept of Transfer-Learning -- Split and Merge: Component Based Segmentation Network for Text Detection -- Gate-Fusion Transformer for Multimodal Sentiment Analysis -- Overview of Mathematical Expression Recognition -- Handwritten Mathematical Expression Recognition: A Survey -- Commodity Classification Based on Multi-Modal Jointly Using Image and Text Information -- A New DCT-FFT Fusion based Method for Caption and Scene Text Classification in Action Video Images -- A New Method For Detecting Altered Text in Document Images -- Hand-drawn Object Detection For Scoring Wartegg Zeichen Test -- Application of Deep Learning for Online Handwritten Mathematical Expression Recognition: A Review -- Comparison of Persian Handwritten Digit Recognition in Three Color Modalities Using -- Deep Neural Networks -- Application of Deep Learning in Handwritten Mathematical Expressions Recognition -- Automating Stress Detection using Handwriting -- Recognition of Cursive Caption Text using Deep Learning - A Comparative Study on Recognition Units -- Features and Classifiers -- A Hybrid Multiple Classifier System Applied in Life Insurance Underwriting -- Generative Adversarial-Synergetic Networks for Anomaly Detection -- Multi-Features Integration for Speech Emotion Recognition -- Analysis of Multi-Class Classification of EEG signals using Deep Learning on MUSE Dataset -- A Deep Object Detection Method for Pineapple Fruit and Flower Recognition in Cluttered Background -- A New Credit Scoring Model Based on Prediction of Signal on Graph -- Characterizing the impact of using features extracted from pre-trained models on the quality of video captioning sequence-to-sequence models -- Prediction of Subsequent Memory Effects using Convolutional Neural Network -- Secure Data Transmission of Smart Home Sensor Networks Based on Information Hiding -- Differences and Similarities learning for Unsupervised Feature Selection.-Manifold-based classifier ensembles -- PD-DARTS: Progressive Discretization Differentiable Architecture Search -- Transformed Network Based on Task-driven -- A Blockchain-based Online Game Design Architecture for Performance Issues -- Predicting US Elections with Social Media and Neural Networks -- Deep Learning -- From Pixels to Random Walk Based Segments for Image Time Series Deep Classification -- Handwriting and Hand-Sketched Graphics Detection Using Convolutional Neural Networks -- Deep Active Learning With Simulated Rationales for Text Classification -- License plate Detection and Recognition by Convolutional Neural Networks -- Incorporating Human Views into Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval -- Overview: Research Progress on Pest and Disease Identification -- Advanced Data Preprocessing for Detecting Cybercrime in Text-based Online Interactions -- A Real-time License-Plate Detection Method using Deep Learning Approaches -- Computer Vision and Image Processing -- Facial Beauty Prediction Using Transfer Learning and Multi-Task Learning Techniques -- CycleGAN-based Image Translation for Near-infrared Camera-trap Image Recognition -- Object Detection Based on Sparse Representation of Foreground -- An Application and Integration of Machine Learning Approach on a Real IoT Agricultural Scenario -- Spatio-temporal stability analysis in Satellite Image Times Series -- Overview of Crowd Counting -- Rotation-invariant Face Detection with Multi-Task Progressive Calibration Networks -- Enlacement and Interlacement Shape Descriptors -- Image orientation detection using convolutional neural network -- Multi-Layer Cross-Domain Non-Negative Matrix Factorization for Cross-Scene Dimension Reduction on Hyperspectral images -- A Comprehensive, Unconstrained, License Plate Database -- An extended evaluation of the impact of different modules in ST-VQA systems -- Computer-aided Wartegg Drawing Completion Test -- Medical Imaging and Applications -- A Novel ECG Signal Classification Algorithm Based on Common and Specific Components Separation -- Sit-To-Stand test for neurodegenerative diseases video classification -- A two stage method for abnormality diagnosis of musculoskeletal radiographs -- Clinical Decision Support Systems for Predicting Patients Liable to Acquire Acute Myocardial Infarctions -- A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection -- An Integrated Deep Approach for Lesion Detection in Breast MRI -- Single image super-resolution for medical image applications -- Forensic Studies and Medical Diagnosis -- A Blob Detector Images-Based Method for Counterfeit Coin Detection by Fuzzy Association Rules Mining -- Interpreting Deep Glucose Predictive Models for Diabetic People Using the RETAIN Architecture -- Abusive Language Detection using BERT Pre-trained Embedding -- Classification of criminal news over time using Bidirectional LSTM -- End-to-end generative adversarial network for hand-vein recognition -- A Survey on Peripheral Blood Smear Analysis Using Deep Learning. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
|  |
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