Volume 39, Issue 2 | Circuits, Systems, and Signal Processing

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Volume 39, Issue 2

February 2020

Special Issue:Advanced Machine Learning Algorithms and Signal Processing

Issue Editors:

Gunasekaran Manogaran,
Naveen Chilamkurti,
Ching‑Hsien Hsu

35 articles in this issue

Guest Editorial: Advanced Machine Learning Algorithms and Signal Processing
Gunasekaran Manogaran
Naveen Chilamkurti
Ching-Hsien Hsu
EditorialNotes 24 January 2020 Pages: 515 - 521
Lossless Compression of CT Images by an Improved Prediction Scheme Using Least Square Algorithm
S. N. Kumar
A. Lenin Fred
P. Sebastin Varghese
OriginalPaper 31 May 2019 Pages: 522 - 542
Unsupervised Learning-Based Depth Estimation-Aided Visual SLAM Approach
Mingyang Geng
Suning Shang
Pengfei Zhang
OriginalPaper 19 June 2019 Pages: 543 - 570
Rock Image Segmentation of Improved Semi-supervised SVM–FCM Algorithm Based on Chaos
Haibo Liang
Jialing Zou
OriginalPaper 21 March 2019 Pages: 571 - 585
A Color Image Segmentation Method Based on Region Salient Color and Fuzzy C-Means Algorithm
Lei Feng
Haibin Li
Yakun Zhang
OriginalPaper 30 April 2019 Pages: 586 - 610
Multi-object Detection and Tracking (MODT) Machine Learning Model for Real-Time Video Surveillance Systems
M. Elhoseny
OriginalPaper 20 August 2019 Pages: 611 - 630
Heart Arrhythmia Classification Based on Statistical Moments and Structural Co-occurrence
Navar Medeiros M. Nascimento
Leandro B. Marinho
Pedro P. Rebouças Filho
OriginalPaper 17 July 2019 Pages: 631 - 650
Evaluation of Goat Leather Quality Based on Computational Vision Techniques
Edmilson Q. Santos Filho
Pedro Henrique Feijó de Sousa
Victor Hugo C. de Albuquerque
OriginalPaper 28 June 2019 Pages: 651 - 673
Detection of Autism in Children by the EEG Behavior Using Hybrid Bat Algorithm-Based ANFIS Classifier
N. Satheesh Kumar
J. Mahil
K. Paul Joshua
OriginalPaper 10 July 2019 Pages: 674 - 697
Comparative Analysis of the Fuzzy C-Means and Neuro-Fuzzy Systems for Detecting Retinal Disease
T. Senthil Kumar
D. Kumutha
OriginalPaper 20 July 2019 Pages: 698 - 720
Depth Estimation of Computer Video Images Based on Deep Learning
Ru Xu
OriginalPaper 05 December 2019 Pages: 721 - 733
An Efficient Optimal Neural Network-Based Moving Vehicle Detection in Traffic Video Surveillance System
Ahilan Appathurai
Revathi Sundarasekar
A. Nithya
OriginalPaper 13 August 2019 Pages: 734 - 756
A Deep Learning-Based Framework for Automatic Brain Tumors Classification Using Transfer Learning
Arshia Rehman
Saeeda Naz
Muhammad Imran
OriginalPaper 10 September 2019 Pages: 757 - 775
An Integrated Hybrid CNN–RNN Model for Visual Description and Generation of Captions
Aditya Khamparia
Babita Pandey
Joel J. P. C. Rodrigues
OriginalPaper 11 November 2019 Pages: 776 - 788
3D Facial Expression Recognition Using Multi-channel Deep Learning Framework
R. Ramya
K. Mala
S. Selva Nidhyananthan
OriginalPaper 23 May 2019 Pages: 789 - 804
A Real-Time Super-Resolution Method Based on Convolutional Neural Networks
Shipeng Fu
Lu Lu
Xiaomin Yang
OriginalPaper 10 October 2019 Pages: 805 - 817
Seasonal Crops Disease Prediction and Classification Using Deep Convolutional Encoder Network
Aditya Khamparia
Gurinder Saini
Victor Hugo C. de Albuquerque
OriginalPaper 25 January 2019 Pages: 818 - 836
Human Activity Recognition Based on Wearable Sensor Using Hierarchical Deep LSTM Networks
LuKun Wang
RuYue Liu
OriginalPaper 17 April 2019 Pages: 837 - 856
Toward Generating Human-Centered Video Annotations
Aniqa Dilawari
M. Usman Ghani Khan
Seungmin Rho
OriginalPaper 24 May 2019 Pages: 857 - 883
Automatic Segmentation of Images with Superpixel Similarity Combined with Deep Learning
Xiaofang Mu
Hui Qi
Xiaobin Li
OriginalPaper 07 September 2019 Pages: 884 - 899
A Novel B*tree Crossover-Based Simulated Annealing Algorithm for Combinatorial Optimization in VLSI Fixed-Outline Floorplans
M. Shunmugathammal
C. Christopher Columbus
S. Anand
OriginalPaper 18 February 2019 Pages: 900 - 918
On the Stabilizability for a Class of Linear Time-Invariant Systems Under Uncertainty
Nguyen Thi Kim Son
Nguyen Phuong Dong
Hoang Viet Long
OriginalPaper 06 September 2019 Pages: 919 - 960
Ant Lion Optimized Bufferless Routing in the Design of Low Power Application Specific Network on Chip
N. L. Venkataraman
R. Kumar
P. Mohamed Shakeel
OriginalPaper 26 February 2019 Pages: 961 - 976
Computer-Aided Controller Design for a Nonlinear Process Using a Lagrangian-Based State Transition Algorithm
Rajalakshmi Murugesan
Jeyadevi Solaimalai
Karthik Chandran
OriginalPaper 17 May 2019 Pages: 977 - 996
An Intelligence-Based Recurrent Learning Scheme for Optimal Channel Allocation and Selection in Device-to-Device Communications
Zafer Al-Makhadmeh
Amr Tolba
OriginalPaper 13 February 2019 Pages: 997 - 1018
A Recurrent Learning Method Based on Received Signal Strength Analysis for Improving Wireless Sensor Localization
Amr Tolba
Zafer Al-Makhadmeh
OriginalPaper 20 February 2019 Pages: 1019 - 1037
Machine Learning-Based Algorithm for Channel Selection Utilizing Preemptive Resume Priority in Cognitive Radio Networks Validated by NS-2
D. Sumathi
S. S Manivannan
OriginalPaper 16 May 2019 Pages: 1038 - 1058
A Hardware Acceleration Platform for AI-Based Inference at the Edge
Kimon Karras
Evangelos Pallis
Evangelos Markakis
OriginalPaper 08 August 2019 Pages: 1059 - 1070
An Adaptive Learning-Based Attack Detection Technique for Mitigating Primary User Emulation in Cognitive Radio Networks
S. Arun
G. Umamaheswari
OriginalPaper 29 April 2019 Pages: 1071 - 1088
Energy Efficient Machine Learning Technique for Smart Data Collection in Wireless Sensor Networks
A. Gnana Soundari
V. L. Jyothi
OriginalPaper 05 July 2019 Pages: 1089 - 1122
Optimal Nonparametric Bayesian Model-Based Multimodal BoVW Creation Using Multilayer pLSA
G. Nagarajan
R. I. Minu
A. Jayanthila Devi
OriginalPaper 14 November 2019 Pages: 1123 - 1132
Study on Spectrum Characteristics and Clustering of Acoustic Emission Signals from Rock Fracture
Yanbo Zhang
Wenrui Wu
Xiangxin Liu
OriginalPaper 13 June 2019 Pages: 1133 - 1145
Multimodal Learning Optimization for Enhancing Channel Usage in Wireless Communication
Abdulaziz Alarifi
Ahmad Ali AlZubi
Ayed Alwadain
OriginalPaper 25 June 2019 Pages: 1146 - 1162
Decomposition of Overlapping Signals with Multivariate Sparse Learning
Xiaopeng Yao
Zhiwei Huang
Chuanhua Cheng
OriginalPaper 20 July 2019 Pages: 1163 - 1177
Machine Learning-Based Channel Analysis for User Concentric Optical Switching Networks
Ahmad Ali AlZubi
Abdulaziz Alarifi
Waleed Alnumay
OriginalPaper 24 June 2019 Pages: 1178 - 1194