The Scientific World Journal

Machine Learning in Intelligent Video and Automated Monitoring


Publishing date
20 Jun 2014
Status
Published
Submission deadline
11 Apr 2014

Lead Editor
Guest Editors

1East China University of Science and Technology, Shanghai, China

2School of Science, Information Technology, and Engineering, University of Ballarat, Mt Helen, Ballarat, VIC 3350 Australia

3Department of Mathematics, University of Alabama, Tuscaloosa, AL 35487, USA


Machine Learning in Intelligent Video and Automated Monitoring

Description

The primal goal of this special issue is to organize excellent research results to track and identify objects, analyze motion, and extract video intelligence from analog or digital video streams automatically. At the same time, we focus on the efficiency of video surveillance systems and concentrate mainly on the machine learning methods which can be used to analyze video and control the machine automatically. Its aim is to unify the machine learning techniques as an integral concept that highlights the trends in advanced video intelligence and automated monitoring. We are soliciting papers that present recent results as well as more speculative presentations that discuss research challenges, define new applications, and propose methodologies for evaluating the roadmap for achieving the vision of intelligent video and automated monitoring.

The primal topic covers machine learning methods in intelligent video and automated monitoring. Potential topics include, but are not limited to:

  • Objects recognition in image and video with machine learning
  • Data mining in image and video automated analysis
  • Optimization models in image and video compression and sensing
  • Image and video automated acquisition with machine learning methods
  • Image and video storage retrieval
  • Applications of intelligent video and automated monitoring

Before submission authors should carefully read over the journal’s Author Guidelines, which are located at http://www.hindawi.com/journals/tswj/guidelines/. Prospective authors should submit an electronic copy of their complete manuscript through the journal Manuscript Tracking System at http://mts.hindawi.com/submit/journals/tswj/computer.science/autm/ according to the following timetable:


Articles

  • Special Issue
  • - Volume 2014
  • - Article ID 628516
  • - Research Article

Cost-Sensitive Learning for Emotion Robust Speaker Recognition

Dongdong Li | Yingchun Yang | Weihui Dai
  • Special Issue
  • - Volume 2014
  • - Article ID 494387
  • - Research Article

Multilabel Image Annotation Based on Double-Layer PLSA Model

Jing Zhang | Da Li | ... | Yubo Yuan
  • Special Issue
  • - Volume 2014
  • - Article ID 849069
  • - Research Article

An Adaptive Superpixel Based Hand Gesture Tracking and Recognition System

Hong-Min Zhu | Chi-Man Pun
  • Special Issue
  • - Volume 2014
  • - Article ID 105089
  • - Research Article

A High Accuracy Pedestrian Detection System Combining a Cascade AdaBoost Detector and Random Vector Functional-Link Net

Zhihui Wang | Sook Yoon | ... | Dong Sun Park
  • Special Issue
  • - Volume 2014
  • - Article ID 647380
  • - Research Article

A Vehicle Detection Algorithm Based on Deep Belief Network

Hai Wang | Yingfeng Cai | Long Chen
  • Special Issue
  • - Volume 2014
  • - Article ID 650147
  • - Research Article

Improving Causality Induction with Category Learning

Yi Guo | Zhihong Wang | Zhiqing Shao
  • Special Issue
  • - Volume 2014
  • - Article ID 460593
  • - Research Article

Novel Web Service Selection Model Based on Discrete Group Search

Jie Zhai | Zhiqing Shao | ... | Haiteng Zhang
  • Special Issue
  • - Volume 2014
  • - Article ID 373902
  • - Research Article

Web Service Reputation Evaluation Based on QoS Measurement

Haiteng Zhang | Zhiqing Shao | ... | Jie Zhai
  • Special Issue
  • - Volume 2014
  • - Article ID 459636
  • - Research Article

Classifying Normal and Abnormal Status Based on Video Recordings of Epileptic Patients

Jing Li | Xiantong Zhen | ... | Gaoxiang Ouyang
  • Special Issue
  • - Volume 2014
  • - Article ID 723595
  • - Research Article

Iris Recognition Using Image Moments and k-Means Algorithm

Yaser Daanial Khan | Sher Afzal Khan | ... | Saeed Islam
The Scientific World Journal
 Journal metrics
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Acceptance rate15%
Submission to final decision115 days
Acceptance to publication14 days
CiteScore3.900
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