Pattern Recognition and Artificial Intelligence: International Conference, Icprai 2020, Zhongshan, China, October 19-23, 2020, Proceedings

ISBN-13: 9783030598297 / Angielski / Miękka / 2020 / 741 str.

Yue Lu; Nicole Vincent; Pong Chi Yuen

Spis treści

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.