A method for automatic selection of optimal views of 3D models driven by Internet images

Abstract

The invention discloses an internet image driven automatic selection method of the optimal view of a three-dimensional model. The automatic selection method comprises the following steps: three-dimensional model set preprocessing; image visual angle classifier training: obtaining a classifier used for estimating an observation visual angle of an image, wherein the step specifically comprises two steps of training set generation and image visual angle classifier training; internet image acquisition: collecting the image of a corresponding model in an internet through a great quantity of images uploaded by an image search engine and a social network, wherein the step specifically comprises three steps of internet image capture, irrelevant image filtering and foreground object image extraction; and view voting evaluation: voting to the views corresponding to the three-dimensional model through the internet image, and selecting the view which ranks higher as an optimal view, wherein the step specifically comprises two steps of internet image visual angle estimation and view sorting. The invention can be suitable for various types of three-dimensional models comprising rigid bodies and non-rigid bodies, and conforms to the visual habits of people.

Description

technical field [0001] The invention relates to a computer graphics shape analysis processing method driven by Internet images, which belongs to the technical field of computer graphics, in particular to a method for automatically selecting the optimal view of a three-dimensional model driven by Internet images. Background technique [0002] According to imaging principles and visual computing theory, a 3D model needs to be mapped to a 2D view on the human retina or display screen before it can be viewed and recognized by humans. Human cognition of objects depends on the viewpoint position, and the viewpoint position that enables humans to best recognize and understand the 3D model is called the optimal viewpoint of the 3D model, and the 2D view obtained from the viewpoint mapping is the best Excellent view. The goal of the optimal view selection problem is to find representative views that can represent the main features of a 3D model. The development of computer technolo...

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Problems solved by technology

Document 6: Chinese invention patent, CN102163343, method for automatically obtaining the best viewing angle of a 3D model based on Internet images, using this definition to obtain the optimal view of a 3D model, but only using some simple features between Internet images and 3D model views The matching is not good for non-rigid bodies such as human bodies and other more complex models, and it needs to be processed for each view of each model, which requires a lot of computational overhead

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