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Neural Processing Letters 4/2021
Neural Processing Letters

Ausgabe 4/2021

Special Issue: Capsule Networks and Imaging Science (CNIS)

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Inhaltsverzeichnis (37 Artikel)

03.06.2021

Special Issue: Capsule Networks and Imaging Science (CNIS)
P. Karuppusmay, Fuqian Shi, Yong Shi

01.08.2020

Canonical Correlation Analysis Based Hyper Basis Feedforward Neural Network Classification for Urban Sustainability
Anandakumar Haldorai, Arulmurugan Ramu

07.01.2021

Introducing the Visual Imaging Feature to the Text Analysis: High Efficient Soft Computing Models with Bayesian Network
Yiping Du

18.02.2021

Urban Landscape Ecological Design and Stereo Vision Based on 3D Mesh Simplification Algorithm and Artificial Intelligence
Xi Fan, Bo Zhou, Harry Haoxiang Wang

19.02.2021

Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks
Xianjun Wu, Heming Chen, Xiaoli Wu, Shunjun Wu, Jinbo Huang

02.04.2020

VR Design of Public Facilities in Historical Blocks Based on BP Neural Network
Linying Kang, Wenyao Zhu, Gab-Geun Yoon

09.05.2020

An Efficient Mammogram Image Retrieval System Using an Optimized Classifier
Sonia Jenifer Rayen, R. Subhashini

30.04.2020

Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model
Yijun Cai, Dian Li, Yuyue Wang

08.08.2020

A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System
Daming Li, Bin Qin, Wenjian Liu, Lianbing Deng

03.08.2020

Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images
R. Pitchai, P. Supraja, A. Helen Victoria, M. Madhavi

30.04.2020

Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory
Daming Li, Lianbing Deng, Qinglang Su

14.01.2020

Fault Diagnosis of Fuel System Based on Improved Extreme Learning Machine
Hairui Wang, Wanting Jing, Ya Li, Hongwei Yang

26.10.2020

Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping
R. Pitchai, Ch Madhu Babu, P. Supraja, Mahesh Kumar Challa

25.05.2021

Application of Meta-learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification
Qingjun Wang, Gang Wang, Guangjie Kou, Mujun Zang, Harry Wang

11.01.2020

A Safe Semi-supervised Classification Algorithm Using Multiple Classifiers Ensemble
Jianhua Zhao, Ning Liu

08.01.2020

Lung Cancer Prediction Using Stochastic Diffusion Search (SDS) Based Feature Selection and Machine Learning Methods
S. Shanthi, N. Rajkumar

22.04.2021

The Kuramoto Model: The Stability Conditions in the Presence of Phase Shift
Reza Farhangi, Mohammad Taghi Hamidi Beheshti

22.04.2021

Classification of Alzheimer’s Disease Using Deep Convolutional Spiking Neural Network
Regina Esi Turkson, Hong Qu, Cobbinah Bernard Mawuli, Moses J. Eghan

24.04.2021

DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer
Abeer Alsadoon, Ghazi Al-Naymat, Omar Hisham Alsadoon, P. W. C. Prasad

24.04.2021

Numerical Solution of Fractional Order Advection Reaction Diffusion Equation with Fibonacci Neural Network
Kushal Dhar Dwivedi, Rajeev

24.04.2021

Spatio-Temporal Learning for Video Deblurring based on Two-Stream Generative Adversarial Network
Liyao Song, Quan Wang, Haiwei Li, Jiancun Fan, Bingliang Hu

26.04.2021

CloudU-Netv2: A Cloud Segmentation Method for Ground-Based Cloud Images Based on Deep Learning
Chaojun Shi, Yatong Zhou, Bo Qiu

28.04.2021

Adaptive Synchronization Control and Parameters Identification for Chaotic Fractional Neural Networks with Time-Varying Delays
Yeguo Sun, Yihong Liu

29.04.2021

Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution
Xuezhi Xiang, Wenkai Ren, Yujian Qiu, Kaixu Zhang, Ning Lv

30.04.2021

Application of Coupled LDA–KPCA and BO–MKRVM Model to Predict Coal and Gas Outbursts
Xuning Liu, Guoying Zhang, Zixian Zhang, Genshan Zhang, Zhixiang Li, Hongqiang Hu

13.05.2021

An Effective Principal Singular Triplets Extracting Neural Network Algorithm
Xiaowei Feng, Xiangyu Kong, Zhongying Xu, Boyang Du

15.05.2021

Boundary Adjusted Network Based on Cosine Similarity for Temporal Action Proposal Generation
Jingye Zheng, Dihu Chen, Haifeng Hu

18.05.2021

An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique
Maryam Hajiee, Mehdi Fartash, Naiseh Osati Eraghi

20.05.2021

Attention Refined Network for Human Pose Estimation
Xiangyang Wang, Jiangwei Tong, Rui Wang

20.05.2021

A Hybrid Multi-gene Genetic Programming with Capuchin Search Algorithm for Modeling a Nonlinear Challenge Problem: Modeling Industrial Winding Process, Case Study
Malik Braik

25.05.2021

Deep Learning with ConvNet Predicts Imagery Tasks Through EEG
Gokhan Altan, Apdullah Yayık, Yakup Kutlu

25.05.2021

Why Does Regularization Help with Mitigating Poisoning Attacks?
Farhad Farokhi

26.05.2021

A Robust Segmentation Method Based on Improved U-Net
Gang Sha, Junsheng Wu, Bin Yu

26.05.2021

Finite-Time Synchronization for a Coupled Fuzzy Neutral-Type Rayleigh System
Famei Zheng

28.05.2021

Grading of Knee Osteoarthritis Using Convolutional Neural Networks
D. R. Sarvamangala, Raghavendra V. Kulkarni

29.05.2021

Research on Robot Motion Planning Based on RRT Algorithm with Nonholonomic Constraints
Yi Gan, Bin Zhang, Chao Ke, Xiaofeng Zhu, Weiming He, Tohru Ihara

28.04.2021

Event-Based Projective Synchronization for Different Dimensional Complex Dynamical Networks with Unknown Dynamics by Using Data-Driven Scheme
Wenjie Hu, Luli Gao, Tao Dong