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Neural Information Processing

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Cover of 'Neural Information Processing'

Table of Contents

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    Book Overview
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    Chapter 1 Scanpath Prediction Based on High-Level Features and Memory Bias
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    Chapter 2 Revisiting Faster R-CNN: A Deeper Look at Region Proposal Network
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    Chapter 3 A Novel Ant Colony Detection Using Multi-Region Histogram for Object Tracking
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    Chapter 4 Spatial Quality Aware Network for Video-Based Person Re-identification
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    Chapter 5 Robust Visual Tracking via Occlusion Detection Based on Depth-Layer Information
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    Chapter 6 Object Tracking Based on Mean Shift Algorithm and Kernelized Correlation Filter Algorithm
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    Chapter 7 Deep Encoding Features for Instance Retrieval
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    Chapter 8 Discriminative Semi-supervised Learning Based on Visual Concept-Like Features
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    Chapter 9 Pedestrian Counting System Based on Multiple Object Detection and Tracking
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    Chapter 10 Mixture of Matrix Normal Distributions for Color Image Inpainting
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    Chapter 11 RGB-D Tracking Based on Kernelized Correlation Filter with Deep Features
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    Chapter 12 Convolutional Gated Recurrent Units Fusion for Video Action Recognition
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    Chapter 13 Stereo Matching Using Conditional Adversarial Networks
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    Chapter 14 A Point and Line Features Based Method for Disturbed Surface Motion Estimation
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    Chapter 15 Improving Object Detection with Convolutional Neural Network via Iterative Mechanism
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    Chapter 16 An Improved Random Walk Algorithm for Interactive Image Segmentation
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    Chapter 17 Scene Recognition Based on Multi-feature Fusion for Indoor Robot
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    Chapter 18 Correlation Filters with Adaptive Memories and Fusion for Visual Tracking
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    Chapter 19 End-to-End Chinese Image Text Recognition with Attention Model
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    Chapter 20 Application of Data Augmentation Methods to Unmanned Aerial Vehicle Monitoring System for Facial Camouflage Recognition
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    Chapter 21 3D Reconstruction with Multi-view Texture Mapping
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    Chapter 22 Online Tracking with Convolutional Neural Networks
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    Chapter 23 Sharp and Real Image Super-Resolution Using Generative Adversarial Network
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    Chapter 24 An ELU Network with Total Variation for Image Denoising
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    Chapter 25 End-to-End Disparity Estimation with Multi-granularity Fully Convolutional Network
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    Chapter 26 MC-DCNN: Dilated Convolutional Neural Network for Computing Stereo Matching Cost
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    Chapter 27 Improving Deep Crowd Density Estimation via Pre-classification of Density
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    Chapter 28 A Pixel-to-Pixel Convolutional Neural Network for Single Image Dehazing
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    Chapter 29 Level Set Based Online Visual Tracking via Convolutional Neural Network
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    Chapter 30 End-to-End Scene Text Recognition with Character Centroid Prediction
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    Chapter 31 Region-Based Face Alignment with Convolution Neural Network Cascade
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    Chapter 32 Generating Low-Rank Textures via Generative Adversarial Network
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    Chapter 33 Deep Salient Object Detection via Hierarchical Network Learning
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    Chapter 34 Multi-scale Region Proposal Network Trained by Multi-domain Learning for Visual Object Tracking
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    Chapter 35 Deep Part-Based Image Feature for Clothing Retrieval
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    Chapter 36 A Metric Learning Method Based on Damped Momentum with Threshold
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    Chapter 37 FCN and Unit-Linking PCNN Based Image Saliency Detection
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    Chapter 38 Disparity Estimation Using Convolutional Neural Networks with Multi-scale Correlation
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    Chapter 39 A Spatio-Temporal Convolutional Neural Network for Skeletal Action Recognition
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    Chapter 40 Autonomous Perceptual Projection Correction Technique of Deep Heterogeneous Surface
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    Chapter 41 Multi-camera Tracking Exploiting Person Re-ID Technique
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    Chapter 42 Towards Simulating Foggy and Hazy Images and Evaluating Their Authenticity
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    Chapter 43 Active Contours Driven by Saliency Detection for Image Segmentation
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    Chapter 44 Robust Visual Tracking by Hierarchical Convolutional Features and Historical Context
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    Chapter 45 Learning Spatiotemporal and Geometric Features with ISA for Video-Based Facial Expression Recognition
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    Chapter 46 Robust Edge-Based Model with Sparsity Representation for Object Segmentation
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    Chapter 47 Salient Object Detection Based on Amplitude Spectrum Optimization
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    Chapter 48 Optimized Image Up-Scaling from Learning Selective Similarity
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    Chapter 49 The Camouflage Color Target Detection with Deep Networks
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    Chapter 50 Action Prediction Using Unsupervised Semantic Reasoning
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    Chapter 51 Robust Facial Alignment for Face Recognition
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    Chapter 52 Automatic Leaf Recognition Based on Deep Convolutional Networks
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    Chapter 53 Evaluation of Deep Models for Real-Time Small Object Detection
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    Chapter 54 SPMVP: Spatial PatchMatch Stereo with Virtual Pixel Aggregation
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    Chapter 55 Uncalibrated Trinocular-Microscope Visual Servo Control Strategy
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    Chapter 56 Automatic Multi-view Action Recognition with Robust Features
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    Chapter 57 Learning Discriminative Convolutional Features for Skeletal Action Recognition
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    Chapter 58 Algorithm of Multi-camera Object Handoff Based on Object Mapping
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    Chapter 59 Illumination Quality Assessment for Face Images: A Benchmark and a Convolutional Neural Networks Based Model
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    Chapter 60 Graph Embedding Learning for Cross-Modal Information Retrieval
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    Chapter 61 Particle Swarm Optimization Based Salient Object Detection for Low Contrast Images
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    Chapter 62 Locality-Constrained Iterative Matrix Regression for Robust Face Hallucination
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    Chapter 63 Structure-Preserved Face Cartoonization
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    Chapter 64 Deep Metric Learning with Symmetric Triplet Constraint for Person Re-identification
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    Chapter 65 EPI-Patch Based Convolutional Neural Network for Depth Estimation on 4D Light Field
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    Chapter 66 Deep Metric Learning with False Positive Probability
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    Chapter 67 Deep Learning Based Face Recognition with Sparse Representation Classification
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    Chapter 68 Class-Wised Image Enhancement for Moving Object Detection at Maritime Boat Ramps
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    Chapter 69 A Lagrange Programming Neural Network Approach for Robust Ellipse Fitting
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    Chapter 70 Synchronization of Memristor-Based Time-Delayed Neural Networks via Pinning Control
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    Chapter 71 Identifying Intrinsic Phase Lag in EEG Signals from the Perspective of Wilcoxon Signed-Rank Test
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    Chapter 72 Exponential Stability of Matrix-Valued BAM Neural Networks with Time-Varying Delays
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    Chapter 73 Asymptotic Stability of Delayed Octonion-Valued Neural Networks with Leakage Delay
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    Chapter 74 Training the Hopfield Neural Network for Classification Using a STDP-Like Rule
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    Chapter 75 Symbolic Solutions to Division by Zero Problem via Gradient Neurodynamics
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    Chapter 76 An Image Enhancement Algorithm Based on Fractional-Order Relaxation Oscillator
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    Chapter 77 Bridging the Gap Between Probabilistic and Deterministic Models: A Simulation Study on a Variational Bayes Predictive Coding Recurrent Neural Network Model
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    Chapter 78 Stability of Periodic Orbits and Fault Tolerance in Dynamic Binary Neural Networks
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    Chapter 79 Basic Analysis of Cellular Dynamic Binary Neural Networks
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    Chapter 80 Robust Control of Uncertain Nonlinear Systems Based on Adaptive Dynamic Programming
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    Chapter 81 A Fast Precise-Spike and Weight-Comparison Based Learning Approach for Evolving Spiking Neural Networks
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    Chapter 82 An Energy-Aware Hybrid Particle Swarm Optimization Algorithm for Spiking Neural Network Mapping
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    Chapter 83 A Dynamic Region Generation Algorithm for Image Segmentation Based on Spiking Neural Network
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    Chapter 84 Global Stability of Complex-Valued Neural Networks with Time-Delays and Impulsive Effects
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    Chapter 85 Pinning Synchronization in Heterogeneous Networks of Harmonic Oscillators
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    Chapter 86 Prediction of Tropical Storms Using Self-organizing Incremental Neural Networks and Error Evaluation
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    Chapter 87 Formulation of Border-Ownership Assignment in Area V2 as an Optimization Problem
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    Chapter 88 A Joint Learning Framework of Visual Sensory Representation, Eye Movements and Depth Representation for Developmental Robotic Agents
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    Chapter 89 Neural Representation of Object’s Shape at the Electroreceptor Afferents on Electrolocation
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    Chapter 90 Performance Comparison of Motion Encoders: Hassenstein–Reichardt and Two-Detector Models
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    Chapter 91 Wireless Network Gateway Placement by Evolutionary Graph Clustering
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    Chapter 92 Next Generation Hybrid Intelligent Medical Diagnosis Systems
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    Chapter 93 2-Tuple Prioritized Weighted Harmonic Operator and Its Use in Group Decision Making
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    Chapter 94 Reasoning Under Conflicts in Smart Environment
Overall attention for this book and its chapters
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Title
Neural Information Processing
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-70090-8
ISBNs
978-3-31-970089-2, 978-3-31-970090-8
Editors

Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy

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The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 6 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Sweden 1 17%
Unknown 5 83%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 50%
Researcher 2 33%
Professor > Associate Professor 1 17%
Readers by discipline Count As %
Social Sciences 3 50%
Agricultural and Biological Sciences 2 33%
Computer Science 1 17%