Volume 51, Issue 3 | Neural Processing Letters

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Volume 51, Issue 3

June 2020

Special issue: Affective Computing of Large-Scale Visual Content

Issue Editors:

Sicheng Zhao,
Jufeng Yang,
Min Xu,
Qingming Huang

50 articles in this issue

Learning Multi-level Deep Representations for Image Emotion Classification
Tianrong Rao
Xiaoxu Li
Min Xu
OriginalPaper 26 April 2019 Pages: 2043 - 2061
Visual Sentiment Analysis by Combining Global and Local Information
Lifang Wu
Mingchao Qi
Heng Zhang
OriginalPaper 04 April 2019 Pages: 2063 - 2075
Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together
Yuwei He
Guiguang Ding
OriginalPaper Open access 22 April 2019 Pages: 2077 - 2086
Correction to: Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together
Yuwei He
Guiguang Ding
Correction 06 January 2020 Pages: 2087 - 2088
Multi-layer Attention Based CNN for Target-Dependent Sentiment Classification
Suqi Zhang
Xinyun Xu
Jungong Han
OriginalPaper 09 March 2019 Pages: 2089 - 2103
Inferring Personality Traits from Attentive Regions of User Liked Images Via Weakly Supervised Dual Convolutional Network
Hancheng Zhu
Leida Li
Allen Tan
OriginalPaper 22 January 2019 Pages: 2105 - 2121
An End-to-End Perceptual Quality Assessment Method via Score Distribution Prediction
Jing Liu
Jingting Wang
Anan Liu
OriginalPaper 12 June 2019 Pages: 2123 - 2137
Blind Image Deconvolution via Enhancing Significant Segments
Xiaolei Jiang
Erchong Liao
Xiaofeng Liu
OriginalPaper 29 September 2019 Pages: 2139 - 2154
State Estimation of Quaternion-Valued Neural Networks with Leakage Time Delay and Mixed Two Additive Time-Varying Delays
Libin Liu
Xiaofeng Chen
OriginalPaper 11 January 2020 Pages: 2155 - 2178
A Neural Network Study of Blasius Equation
Halil Mutuk
OriginalPaper 14 January 2020 Pages: 2179 - 2194
On Impulsive Synchronization Control for Coupled Inertial Neural Networks with Pinning Control
Tianhu Yu
Huamin Wang
Yang Yang
OriginalPaper 14 January 2020 Pages: 2195 - 2210
Stepanov-Like Pseudo Almost Periodic Solution of Quaternion-Valued for Fuzzy Recurrent Neural Networks with Mixed Delays
Farouk Chérif
Meryem Abdelaziz
OriginalPaper 14 January 2020 Pages: 2211 - 2243
Superpixels Features Extractor Network (SP-FEN) for Clothing Parsing Enhancement
A. Mustafa Ihsan
Chu Kiong Loo
Manjeevan Seera
OriginalPaper 18 January 2020 Pages: 2245 - 2263
An Evaluation of RetinaNet on Indoor Object Detection for Blind and Visually Impaired Persons Assistance Navigation
Mouna Afif
Riadh Ayachi
Mohamed Atri
OriginalPaper 23 January 2020 Pages: 2265 - 2279
Deep Dual-Stream Network with Scale Context Selection Attention Module for Semantic Segmentation
Yifu Liu
Chenfeng Xu
Xinyu Jin
OriginalPaper 24 January 2020 Pages: 2281 - 2299
Efficient Strategies of Static Features Incorporation into the Recurrent Neural Network
Grzegorz Miebs
Małgorzata Mochol-Grzelak
Rafał A. Bachorz
OriginalPaper 31 January 2020 Pages: 2301 - 2316
Robust Exponential Stability for Discrete-Time Quaternion-Valued Neural Networks with Time Delays and Parameter Uncertainties
Yuanshun Tan
Xiaodong Wang
Jin Hu
OriginalPaper 04 February 2020 Pages: 2317 - 2335
Finite-Time and Fixed-Time Non-chattering Control for Inertial Neural Networks with Discontinuous Activations and Proportional Delay
Dengguo Xu
Xinsong Yang
Rongqiang Tang
OriginalPaper 05 February 2020 Pages: 2337 - 2353
Automatic Semantic Segmentation with DeepLab Dilated Learning Network for Change Detection in Remote Sensing Images
N. Venugopal
OriginalPaper 11 February 2020 Pages: 2355 - 2377
Anti-periodic Oscillations of Fuzzy Delayed Cellular Neural Networks with Impulse on Time Scales
Changjin Xu
Maoxin Liao
Zixin Liu
OriginalPaper 13 February 2020 Pages: 2379 - 2402
Visual Sentiment Prediction with Attribute Augmentation and Multi-attention Mechanism
Zhuanghui Wu
Min Meng
Jigang Wu
OriginalPaper 14 February 2020 Pages: 2403 - 2416
Selective Embedding with Gated Fusion for 6D Object Pose Estimation
Shantong Sun
Rongke Liu
Shuqiao Sun
OriginalPaper 18 February 2020 Pages: 2417 - 2436
Constrained PSO Based Center Selection for RBF Networks Under Concurrent Fault Situation
Jing Dong
Yuxin Zhao
Chang Liu
OriginalPaper 18 February 2020 Pages: 2437 - 2451
Multi-weighted Complex Structure on Fractional Order Coupled Neural Networks with Linear Coupling Delay: A Robust Synchronization Problem
A. Pratap
R. Raja
O. Bagdasar
OriginalPaper 19 February 2020 Pages: 2453 - 2479
Distributed Pinning Impulsive Control for Inner–Outer Synchronization of Dynamical Networks on Time Scales
Xiaodong Lu
Haitao Li
OriginalPaper 25 February 2020 Pages: 2481 - 2495
Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders
Qian Lin
Jing Yang
Jinsong Su
OriginalPaper 27 February 2020 Pages: 2497 - 2512
Neural Network-Based Optimal Tracking Control of Continuous-Time Uncertain Nonlinear System via Reinforcement Learning
Jingang Zhao
OriginalPaper 28 February 2020 Pages: 2513 - 2530
Global Exponential Stability of High-Order Bidirectional Associative Memory (BAM) Neural Networks with Proportional Delays
Jiacheng Zu
Zhixian Yu
Yanling Meng
OriginalPaper 02 March 2020 Pages: 2531 - 2549
Traffic Sign Recognition in Harsh Environment Using Attention Based Convolutional Pooling Neural Network
Jun Ho Chung
Dong Won Kim
Myo Taeg Lim
OriginalPaper 02 March 2020 Pages: 2551 - 2573
Infrared Image Extraction Algorithm Based on Adaptive Growth Immune Field
Yu Xiao
Zhou Zijie
OriginalPaper 02 March 2020 Pages: 2575 - 2587
Developer Activity Motivated Bug Triaging: Via Convolutional Neural Network
Shikai Guo
Xinyi Zhang
Tingting Li
OriginalPaper 03 March 2020 Pages: 2589 - 2606
Asymptotic Stability and Polynomial Stability of Impulsive Cohen–Grossberg Neural Networks with Multi-proportional Delays
Liqun Zhou
Zhixue Zhao
OriginalPaper 04 March 2020 Pages: 2607 - 2627
Regularized Negative Label Relaxation Least Squares Regression for Face Recognition
Kai He
Yali Peng
Jun Li
OriginalPaper 04 March 2020 Pages: 2629 - 2647
Stacked Fusion Supervised Auto-encoder with an Additional Classification Layer
Rui Li
Xiaodan Wang
Lei Lei
OriginalPaper 04 March 2020 Pages: 2649 - 2667
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising
Ruijun Ma
Bob Zhang
Haifeng Hu
OriginalPaper 06 March 2020 Pages: 2669 - 2684
Impulsive-Interaction-Driven Synchronization in an Array of Coupled Neural Networks
Nan Wang
Xuechen Li
Jianquan Lu
OriginalPaper 09 March 2020 Pages: 2685 - 2700
Intuitionistic Fuzzy Proximal Support Vector Machines for Pattern Classification
Scindhiya Laxmi
Shiv Kumar Gupta
OriginalPaper 11 March 2020 Pages: 2701 - 2735
RSDCN: A Road Semantic Guided Sparse Depth Completion Network
Nan Zou
Zhiyu Xiang
Yiman Chen
OriginalPaper 11 March 2020 Pages: 2737 - 2749
Task-Independent Spiking Central Pattern Generator: A Learning-Based Approach
Elie Aljalbout
Florian Walter
Alois Knoll
OriginalPaper Open access 13 March 2020 Pages: 2751 - 2764
Dual Global Structure Preservation Based Supervised Feature Selection
Qing Ye
Xiaolong Zhang
Yaxin Sun
OriginalPaper 14 March 2020 Pages: 2765 - 2787
A Balanced Feature Fusion SSD for Object Detection
Hui Zhao
Zhiwei Li
Tianqi Zhang
OriginalPaper 14 March 2020 Pages: 2789 - 2806
A Metaphor Comprehension Method Based on Culture-Related Hierarchical Semantic Model
Chang Su
Ying Peng
Yijiang Chen
OriginalPaper 16 March 2020 Pages: 2807 - 2826
Deep Learning Based Application for Indoor Scene Recognition
Mouna Afif
Riadh Ayachi
Mohamed Atri
OriginalPaper 20 March 2020 Pages: 2827 - 2837
Deep Convolutional Generalized Classifier Neural Network
Mehmet Sarigul
B. Melis Ozyildirim
Mutlu Avci
OriginalPaper 26 March 2020 Pages: 2839 - 2854
Optimizing Deep Feedforward Neural Network Architecture: A Tabu Search Based Approach
Tarun Kumar Gupta
Khalid Raza
OriginalPaper 26 March 2020 Pages: 2855 - 2870
Electrical Resistivity Inversion Based on a Hybrid CCSFLA-MSVR Method
Feibo Jiang
Li Dong
Qianwei Dai
OriginalPaper 28 March 2020 Pages: 2871 - 2890
Legendre Neural Network Method for Several Classes of Singularly Perturbed Differential Equations Based on Mapping and Piecewise Optimization Technology
Hongliang Liu
Baixue Xing
Lijuan Li
OriginalPaper 29 March 2020 Pages: 2891 - 2913
Md-Net: Multi-scale Dilated Convolution Network for CT Images Segmentation
Haiying Xia
Weifan Sun
Xiangwei Mou
OriginalPaper 06 April 2020 Pages: 2915 - 2927
Passivity Analysis of Non-autonomous Discrete-Time Inertial Neural Networks with Time-Varying Delays
Xuan Chen
Dongyun Lin
OriginalPaper 13 April 2020 Pages: 2929 - 2944
A Human Auditory Perception Loss Function Using Modified Bark Spectral Distortion for Speech Enhancement
Xiaofeng Shu
Yi Zhou
Trieu-Kien Truong
BriefCommunication 03 March 2020 Pages: 2945 - 2957