Research Article

Top-Down and Bottom-Up Cues Based Moving Object Detection for Varied Background Video Sequences

Table 3

Comparison of accuracy of proposed approaches.

Method 1 Method 2 Method 3 Method 4 Method 5 Method 6 Method 7

Modified frequency tuned spatial model I Visual saliency based on colour image (colour saliency [38]) Gaussian spatial model by coalescing Laplacian of Gaussian (LoG) filter and Gaussian filter Gradient saliency by utilizing Sobel from static image Modified frequency tuned spatial model II Integrating colour saliency with texture feature (local binary pattern (LBP)) Integrating modified frequency tuned spatial model I with histogram of oriented gradient (HOG)