Line Matching across Catadioptric Images under Short-Baseline Motion
نویسندگان
چکیده
Line matching across catadioptric images using line intersections with focus on short baseline motion of the imaging system is proposed. The relationship between images of constructing lines of an intersection on unitary sphere is studied and angle consistency and antipodal consistency are introduced as two useful properties which can be employed to nd putative intersections correspondence and remove the outliers. The necessary equations for adapting boundary of a rectangular patch to the geometry of the catadioptric images are also derived and a standard correlation is used for measuring similarities of the intersections. Experimental results on both synthetic and real images are also presented.
منابع مشابه
A Generic Method of Line Matching for Central Imaging Systems under Short-Baseline Motion
Line matching across images taken by a central imaging system (perspective or catadioptric) with focus on short baseline motion of the system is proposed. The relationship between images of lines on unitary sphere is studied and a simple algorithm for matching lines are proposed assuming the rotation of the system is known apriori or it can be estimated from some correspondences in two views. T...
متن کاملTwo View Line-Based Matching, Motion Estimation and Reconstruction for Central Imaging Systems
The primary goal of this thesis is to develop generic motion and structure algorithms for images taken from constructed scenes by various types of central imaging systems including perspective, fish-eye and catadioptric systems. Assuming that the mapping between the image pixels and their 3D rays in space is known, instead of image planes, we work on image spheres (projection of the images on a...
متن کاملRotation Estimation of a Complete Omnidirectional Camera using Line Features
Rotation estimation with cameras is important for flying robot navigation. Usually, it is performed using a single camera by keeping track of some strong features such as corners or lines within the environment and observing their motion. However, with a normal camera, the field of view is quite limited and this can lead to an error because information is obtained from a small section of the sc...
متن کاملSpherical Region-Based Matching of Vanishing Points in Catadioptric Images
A large literature exists for rotation estimation using vanishing points (VP). All these VP-based methods require to match the vanishing points in consecutive frames. It is usually considered that this matching step is trivial. However whereas some techniques exist, they suffer from some important limitations and might not work correctly in real robotic applications. For example, the continuity...
متن کاملCatadioptric Omni-directional Stereo Vision and Its Applications in Moving Objects Detection
Catadioptric Omni-Directional Stereo Vision (ODSV) technology is the combination of omni-directional imaging and stereo vision, which has wide application potentials on robot vision and large-scale video surveillance [1-4]. Fig.1 gives the framework of ODSV technology, which includes four major parts: the design of omni-directional stereo vision imaging system, unwarping of omni-directional ste...
متن کامل