Intelligent Computing Theories and Application: 17th International Conference, ICIC 2021, Shenzhen, China, August 12-15, 2021, Proceedings, Part I

ISBN-13: 9783030845216 / Angielski / Miękka / 2021 / 906 str.

De-Shuang Huang; Kang-Hyun Jo; Jianqiang Li

Spis treści

Evolutionary Computation and Learning.- Multi-Objective Optimization-Based Task Offloading and Power Control for Mobile Edge Computing.- An Evolutionary Neuron Model with Dendritic Computation for Classification and Prediction.- An Improved Genetic Algorithm for Distributed Job Shop Scheduling Problem.- An improved teaching-learning-based optimization for multitask optimization problems.- Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction.- An Efficient Competitive Swarm Optimizer for Solving Large-Scale Multi-objective Optimization Problems.- KGT: An Application Mapping Algorithm Based on Kernighan–Lin Partition and Genetic Algorithm for WK-recursive NoC Architecture.- Evolutionary Algorithms for Applications of Biological Networks: A Review.- Computational prediction of protein-protein interactions in plants using only sequence information.- Image and signal Processing.- A Diabetic Retinopathy Classification Method Based on Novel Attention Mechanism.- A Comparable Study on Dimensionality Reduction Methods for Endmember Extraction.- Hyperspectral image classification with locally linear embedding, 2D spatial filtering and SVM.- A Hierarchical Retrieval Method Based on Hash Table for Audio Fingerprinting.- Automatic extraction of document information based on OCR and image registration technology.- Using Simplified Slime Mould Algorithm for Wireless Sensor Network Coverage Problem.- Super-large medical image storage and display technology based on concentrated points of interest.- Person Re-Identification Based on Hash.- A robust and automatic recognition method of pointer instruments in power system.- Partial Distillation of Deep Feature for Unsupervised Image Anomaly Detection and Segmentation.- Speech Recognition Method For Home Service Robots Based On CLSTM-HMM Hybrid Acoustic Model.- Serialized Local Feature Representation Learning for Infrared-Visible Person Re-identification.- A Novel Decision Mechanism for Image Edge Detection.- Rapid Earthquake Assessment from Satellite Imagery using RPN and Yolo v3.- Attention-based Deep Multi-Scale Network for Plant Leaf Recognition.- Information Security.- Short Video Users' Personal Privacy Leakage and Protection Measures.- An Efficient Video Steganography Method Based on HEVC    326.- Analysis on the Application of Blockchain Technology in Ideological and Political Education in Universities.- Parallel Security Video Streaming in Cloud Server Environment.- An Efficient Video Steganography Scheme for Data Protection in H.265/HEVC.- A Robust Lossless Steganography Method Based on H.264/AVC.- Research on Application of Blockchain Technology in Higher Education in China.- Neural Networks.- Multi-Class Text Classification Model Based on Weighted Word Vector and BiLSTM-Attention Optimization.- Fault Diagnosis Based on Unsupervised Neural Network in Tennessee Eastman process.- Constraint Interpretable Double Parallel Neural Network and Its Applications in the Petroleum Industry.- Alcoholism detection via 5-layer customized convolution neural network.- A heterogeneous 1D convolutional architecture for urban photovoltaic estimation.- Adversarial attacks and defenses in deep learning: A survey.- Pattern Recognition.- Fine-Grained Recognition of Crop Pests Based on Capsule Network with Attention Mechanism.- Small Object recognition based on the Generative Adversarial Network and Multi-Instance Learning.- Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English.- Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction.- Multi-Class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features.- Plant Leaf Recognition Network Based on Fine-grained visual classification.- Anomaly Detection based on Video Prediction and Latent Space constraints.- A Robust Distance Regularized Potential Function for Level Set Image Segmentation.- Label Similarity Based Graph Network for Badminton Activity Recognition .- MITT: Musical Instrument Timbre Transfer based on the Multichannel Attention-Guided Mechanism.- Classification of benign-malignant pulmonary nodules based on multi-view improved dense network.- Deep Convolution Neural Network Based Research on Recognition of Mine Vehicle Head and Tail.- Compact Finite-State Super Transducers for Grapheme-to-Phoneme Conversion in Highly Inflected Languages.- Swarm Intelligence and Optimization.- An improved SMA algorithm for solving global optimization problems.- An Improved Chicken Swarm Optimization Algorithm with Fireworks Factor.- An Improved Lagrangian Relaxation Algorithm for Solving the Lower Bound of Production Logistics.- Multidimensional Estimation of Distribution Algorithm for Distributed No-Wait Flow-Shop Scheduling Problem with Sequence-Independent Setup Times and Release Dates.- Hybrid whale optimization algorithm for solving green open vehicle routing problem with time windows.- Hybrid Grey Wolf Optimizer for Vehicle Routing Problem with Multiple Time Windows.- Spatial prediction of stock opening price based on improved whale optimized twin support vector regression.- Channel Assignment Algorithm Based on Discrete BFO for Wireless Monitoring Networks.- A multi-objective particle swarm optimization algorithm embedded with maximum fitness function for dual-resources constrained flexible job shop scheduling.- An Improved Firefly Algorithm for Generalized Traveling Salesman Problem.- Virtual Reality and Human-Computer Interaction.- User study on an online-training system of activity in daily life for the visually impaired.- Person Property Estimation based on 2D LiDAR Data using Deep Neural Network.- Detection of Pointing Position by Omnidirectional Camera.- Optimization of Low-speed Dual Rotor Axial Flux Generator Design through Electromagnetic Modelling and Simulation.- A Lightweight Attention Fusion Module for Multi-Sensor 3-D Object Detection.- Regression-Aware Classification Feature for Pedestrian Detection and Tracking in Video Surveillance Systems.- Efficient Face Detector Using Spatial Attention Module in Real-time Application on an Edge Device.- Non-tactile Thumb Tip Measurement System for Encouraging Rehabilitation After Surgery.- Real-time Prediction of Future 3D Pose of Person using RGB-D camera for Personalized Services.- ROS2-based Distributed System Implementation for Logging Indoor Human Activities.- The Virtual Camera Path in 3D Animation.