Ulteriori informazioni
This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xi'an, China, in July 2018.
The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications.
Sommario
Neural Computation.- Style Neutralization Generative Adversarial Classifier.- How Good a Shadow Neural Network is for Solving Non-linear Decision Making Problems.- Predicting Seminal Quality using Back-Propagation Neural Networks with Optimal Feature Subsets.- Deep Learning based Recommendation Algorithm in Online Medical Platform.- The Prediction Model of Saccade Target Based on LSTM-CRF for Chinese Reading.- Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features.- Fully Automatic Synaptic Cleft Detection and Segmentation From EM Images based on Deep Learning.- Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos.- Recent Advances in Deep Learning for Single Image Super-Resolution.- Using GAN to augment the synthesizing images from 3D models.- Deep Learning Based Single Image Super-resolution: A Survey.- DAU-GAN: Unsupervised object transfiguration via Deep Attention Unit.- Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron.- 3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images.- Biologically Inspired Systems.- A study of the role of attention in classifying covert and overt motor activities.- Attend to Knowledge: Memory-enhanced Attention Network for Image Captioning.- Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space.- P300 brain waves instigated semi supervised video surveillance for inclusive security systems.- Motor Imagery EEG Recognition Based on FBCSP and PCA.- A Hybrid Brain-Computer Interface System Based on Motor Imageries and Eye-blinking.- Goal-directed behavior control based on the mechanism of neuromodulation.- Automated analysis of chest radiographs for cystic fibrosis scoring.- Mismatching Elimination Algorithm in SIFT Based on Function Fitting.- Novel GroupVariable Selection for Salient Skull Region Selection and Sex Determination.- AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency.- A Visual Attention Model based on Human Visual Cognition.- An Extended Common Spatial Pattern Framework for EEG-Based Emotion Classification.- CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm.- Early Identification of Alzheimer's Disease Using An Ensemble of 3D Convolutional Neural Networks and Magnetic Resonance Imaging.- Image Recognition: Detection, Tracking and Classification.- A Novel Semi-Supervised Classification Method Based on Class Certainty of Samples.- Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification.- High-resolution Image Classification using the Dynamic Differential Evolutionary Algorithm Optimized Multi-Scale Kernel Support Vector Machine Method.- Eigenface Algorithm-Based Facial Expression Recognition in Conversations - AnExperimental Study.- Unsupervised Hyperspectral Band Selection Based on maximum Information Entropy and Determinantal Point Process.- Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery.- Gaussian-Staple for Robust Visual Object Real-Time Tracking.- Saliency-Weighted Global-Local Fusion for Person Re-identification.- Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification.- Local-Global Extraction Unit for Person Re-Identification.- Robust image corner detection based on maximum point-to-chord distance.- Fabric Defect Detection based on Sparse Representation Image Decomposition.- Salient Superpixel Visual Tracking with Coarse-to-Fine Segmentation and Manifold Ranking.- A Regenerated Feature Extraction Method for Cross-modal Image Registration.- Bottom-up Saliency Prediction by Simulating End-stopping with Log-Gabor.- Learning Collaborative Sparse Correlation Filter for Real-time Multispectral Object Tracking.- SaliencyDet
Riassunto
This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xi’an, China, in July 2018.
The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications.
