Appearance-based 3-D Object Recognition and Pose Estimation
Chiranji Lal Chowdhary
Broschiertes Buch

Appearance-based 3-D Object Recognition and Pose Estimation

Using PCA, ICA and SVD-PCA Techniques

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In Computer Vision,Image Processing, Artificial Intelligence and Neural Networks object recognition is one of the most successful applications of image or object analysis and understanding.The recognition system typically involves some sort of sensor,the use of a model database in which all the objects models representations are saved,and a decision-making ability.When a sensor views an object the digitized image is processed so as to represent it in the same way as the models are represented in the databases.Then a recognition algorithm tries to find the model to which the object best matches...