MULTIPLE TARGET TRACKING USING COST MINIMIZATION TECHNIQUES
作者: Michael Kamaraj1 Balakrishnan2
作者单位: 1Pavendar Bharathidasan College of Engineering and Technology, India1, Indra Ganesan College of Engineering, India2
刊名: ICTACT JOURNAL OF IMAGE AND VIDEO PROCESSING, 2017, Vol.7 (3)
来源数据库: ICT Academy of Tamil Nadu
关键词: Multiple Target TrackingSurviellanceCost MinimizationOptimizationTracking Metrics
原始语种摘要: Many applications such as intelligent transportation, video surveillance, robotics of computer vision mainly depend on task of multiple target tracking. It consists of process of detection, classifications and tracking. In this novel approach of multi target tracking, cost terms are formulated to attain the global optimization which includes the entire representation of the issues such as target tracking, operational representation, collision handling and trajectory processing. Furthermore, two optimization strategies such as the gradient descent which is performed on multiple feature space to obtain local minima of a density function from the given sample of data and gradient ascent which is carried out to achieve a likelihood matching of the target and used to handle the partial...
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关键词翻译
关键词翻译
  • tracking 跟踪
  • processing 加工
  • gradient 倾斜度
  • matching 匹配
  • intelligent 有理性的
  • optimization 最佳化
  • vision 视力
  • feature 结构元件
  • multiple 多次的
  • computer 电子计算机