Ausgabe 3/2020
Special issue: Affective Computing of Large-Scale Visual Content
Inhalt (50 Artikel)
Learning Multi-level Deep Representations for Image Emotion Classification
Tianrong Rao, Xiaoxu Li, Min Xu
Visual Sentiment Analysis by Combining Global and Local Information
Lifang Wu, Mingchao Qi, Meng Jian, Heng Zhang
Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together
Yuwei He, Guiguang Ding
Correction to: Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together
Yuwei He, Guiguang Ding
Multi-layer Attention Based CNN for Target-Dependent Sentiment Classification
Suqi Zhang, Xinyun Xu, Yanwei Pang, Jungong Han
Inferring Personality Traits from Attentive Regions of User Liked Images Via Weakly Supervised Dual Convolutional Network
Hancheng Zhu, Leida Li, Hongyan Jiang, Allen Tan
An End-to-End Perceptual Quality Assessment Method via Score Distribution Prediction
Jing Liu, Jingting Wang, Weizhi Nie, Yuting Su, Anan Liu
Blind Image Deconvolution via Enhancing Significant Segments
Xiaolei Jiang, Erchong Liao, Xiaofeng Liu
On Impulsive Synchronization Control for Coupled Inertial Neural Networks with Pinning Control
Tianhu Yu, Huamin Wang, Jinde Cao, Yang Yang
Stepanov-Like Pseudo Almost Periodic Solution of Quaternion-Valued for Fuzzy Recurrent Neural Networks with Mixed Delays
Farouk Chérif, Meryem Abdelaziz
Superpixels Features Extractor Network (SP-FEN) for Clothing Parsing Enhancement
A. Mustafa Ihsan, Chu Kiong Loo, Sinan A. Naji, Manjeevan Seera
An Evaluation of RetinaNet on Indoor Object Detection for Blind and Visually Impaired Persons Assistance Navigation
Mouna Afif, Riadh Ayachi, Yahia Said, Edwige Pissaloux, Mohamed Atri
Deep Dual-Stream Network with Scale Context Selection Attention Module for Semantic Segmentation
Yifu Liu, Chenfeng Xu, Zhihong Chen, Chao Chen, Han Zhao, Xinyu Jin
Efficient Strategies of Static Features Incorporation into the Recurrent Neural Network
Grzegorz Miebs, Małgorzata Mochol-Grzelak, Adam Karaszewski, Rafał A. Bachorz
Robust Exponential Stability for Discrete-Time Quaternion-Valued Neural Networks with Time Delays and Parameter Uncertainties
Yuanshun Tan, Xiaodong Wang, Jin Yang, Jin Hu
Finite-Time and Fixed-Time Non-chattering Control for Inertial Neural Networks with Discontinuous Activations and Proportional Delay
Dengguo Xu, Xinsong Yang, Rongqiang Tang
Anti-periodic Oscillations of Fuzzy Delayed Cellular Neural Networks with Impulse on Time Scales
Changjin Xu, Maoxin Liao, Peiluan Li, Zixin Liu
Visual Sentiment Prediction with Attribute Augmentation and Multi-attention Mechanism
Zhuanghui Wu, Min Meng, Jigang Wu
Selective Embedding with Gated Fusion for 6D Object Pose Estimation
Shantong Sun, Rongke Liu, Qiuchen Du, Shuqiao Sun
Constrained PSO Based Center Selection for RBF Networks Under Concurrent Fault Situation
Jing Dong, Yuxin Zhao, Chang Liu
Multi-weighted Complex Structure on Fractional Order Coupled Neural Networks with Linear Coupling Delay: A Robust Synchronization Problem
A. Pratap, R. Raja, Ravi. P. Agarwal, J. Cao, O. Bagdasar
Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders
Qian Lin, Jing Yang, Xiangwen Zhang, Hongji Wang, Yaojie Lu, Jinsong Su
Global Exponential Stability of High-Order Bidirectional Associative Memory (BAM) Neural Networks with Proportional Delays
Jiacheng Zu, Zhixian Yu, Yanling Meng
Traffic Sign Recognition in Harsh Environment Using Attention Based Convolutional Pooling Neural Network
Jun Ho Chung, Dong Won Kim, Tae Koo Kang, Myo Taeg Lim
Developer Activity Motivated Bug Triaging: Via Convolutional Neural Network
Shikai Guo, Xinyi Zhang, Xi Yang, Rong Chen, Chen Guo, Hui Li, Tingting Li
Regularized Negative Label Relaxation Least Squares Regression for Face Recognition
Kai He, Yali Peng, Shigang Liu, Jun Li
Stacked Fusion Supervised Auto-encoder with an Additional Classification Layer
Rui Li, Xiaodan Wang, Wen Quan, Lei Lei
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising
Ruijun Ma, Bob Zhang, Haifeng Hu
Impulsive-Interaction-Driven Synchronization in an Array of Coupled Neural Networks
Nan Wang, Xuechen Li, Jianquan Lu
Intuitionistic Fuzzy Proximal Support Vector Machines for Pattern Classification
Scindhiya Laxmi, Shiv Kumar Gupta
Task-Independent Spiking Central Pattern Generator: A Learning-Based Approach
Elie Aljalbout, Florian Walter, Florian Röhrbein, Alois Knoll
Dual Global Structure Preservation Based Supervised Feature Selection
Qing Ye, Xiaolong Zhang, Yaxin Sun
A Metaphor Comprehension Method Based on Culture-Related Hierarchical Semantic Model
Chang Su, Ying Peng, Shuman Huang, Yijiang Chen
Deep Learning Based Application for Indoor Scene Recognition
Mouna Afif, Riadh Ayachi, Yahia Said, Mohamed Atri
Deep Convolutional Generalized Classifier Neural Network
Mehmet Sarigul, B. Melis Ozyildirim, Mutlu Avci
Optimizing Deep Feedforward Neural Network Architecture: A Tabu Search Based Approach
Tarun Kumar Gupta, Khalid Raza
Electrical Resistivity Inversion Based on a Hybrid CCSFLA-MSVR Method
Feibo Jiang, Li Dong, Qianwei Dai
Legendre Neural Network Method for Several Classes of Singularly Perturbed Differential Equations Based on Mapping and Piecewise Optimization Technology
Hongliang Liu, Baixue Xing, Zhen Wang, Lijuan Li
Md-Net: Multi-scale Dilated Convolution Network for CT Images Segmentation
Haiying Xia, Weifan Sun, Shuxiang Song, Xiangwei Mou
A Human Auditory Perception Loss Function Using Modified Bark Spectral Distortion for Speech Enhancement
Xiaofeng Shu, Yi Zhou, Hongqing Liu, Trieu-Kien Truong