Ha: 0 (there is some correlation; The Alternative ρ ≠ Hypothesis) By using the coefficient of determination algorithm, the comparison was made between the training and testing images. The most important thing in object recognition system is to differentiate between the two objects. The test image will be between different objects so that the accuracy of the algorithm can be calculated. The train image of different object is saving to folder train database. Then the test image will be stored in different folder in the name of test database. Then by applying the algorithm of coefficient of determination the comparison was made between the different objects stored in two database. Figure 4.4 Train Image Folder for Different Train Image Then the testing images is saving to a folder Testing Database which consists of different images of chairs, tables and furniture's. The images are stored after the saliency was done. Then the comparison was made between the two folder by using the coefficient of determination algorithm. Figure 4.5 Test Image Folder for different test image 4.3 Graphical User Interface Design A graphical user interface (GUI) can be describe as a graphical display that contains devices, or components, that enable a user to perform interactive tasks without creating a script or type commands at the command line. These components can be push buttons menus, toggle buttons, toolbars, checkboxes, radio buttons and sliders etc.
Ha: ρ ≠ 0 (there is some correlation; The Alternative Hypothesis) By using the coefficient of determination algorithm, the comparison was made between the training and testing images. The most important thing in object recognition system is to differentiate between the two objects. The test image will be between different objects so that the accuracy of the algorithm can be calculated. The train image of different object is saving to folder train database. Then the test image will be stored in different folder in the name of test database. Then by applying the algorithm of coefficient of determination the comparison was made between the different objects stored in two database. Figure 4.4 Train Image Folder for Different Train Image Then the testing images is saving to a folder Testing Database which consists of different images of chairs, tables and furniture's. The images are stored after the saliency was done. Then the comparison was made between the two folder by using the coefficient of determination algorithm. Figure 4.5 Test Image Folder for different test image 4.3 Graphical User Interface Design A graphical user interface (GUI) can be describe as a graphical display that contains devices, or components, that enable a user to perform interactive tasks without creating a script or type commands at the command line. These components can be push buttons menus, toggle buttons, toolbars, checkboxes, radio buttons and sliders etc.
101725324-Object-Recognition-in-the-Surveillance-Area-of-Visually-Impaired.docx