| 書(shū)目名稱 | Recognizing Planar Objects Using Invariant Image Features | | 編輯 | Thomas H. Reiss | | 視頻video | http://file.papertrans.cn/825/824075/824075.mp4 | | 叢書(shū)名稱 | Lecture Notes in Computer Science | | 圖書(shū)封面 |  | | 描述 | Given a familiar object extracted from its surroundings, wehumans have little difficulty in recognizing it irrespectiveof its size, position andorientation in our field of view.Changes in lighting and the effects ofperspective also poseno problems. How do we achieve this, and more importantly,how can we get a computer to do this? One very promisingapproach is to find mathematical functions of anobject‘simage, or of an object‘s 3D description, that are invariantto the transformations caused by the object‘s motion.This book is devoted tothe theory and practice of suchinvariant image features, so-called image invariants, forplanar objects. It gives a comprehensive summary of thefield, discussing methods for recognizing both occluded andpartially occluded objects, and also contains a definitivetreatmentof moment invariants and a tutorial introductionto algebraic invariants, which are fundamental to affinemoment invariants and to many projectiveinvariants.A number of novel invariant functions are presented and theresults of numerous experiments investigating the stabilityof newand old invariants are discussed. The main conclusionis that momentinvariants are very effective, both forparti | | 出版日期 | Book 1993 | | 關(guān)鍵詞 | 3D; Affine Invarianten; Affine Invariants; Moment; Objekterkennung; Partial Occlusion; Partielle überdecku | | 版次 | 1 | | doi | https://doi.org/10.1007/BFb0017553 | | isbn_softcover | 978-3-540-56713-4 | | isbn_ebook | 978-3-540-47634-4Series ISSN 0302-9743 Series E-ISSN 1611-3349 | | issn_series | 0302-9743 | | copyright | Springer-Verlag Berlin Heidelberg 1993 |
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