Excerpt from Robotics Report Technical Report: Solving Jigsaw Puzzles, Using Computer Vision
A technique for graphical assembly of large Jigsaw puzzles by computer vision is presented. The solution uses the puzzle piece shape information only. The pieces are photographed, digitized, their boundary information is extracted and a local matching algorithm is applied to compute the matching scores between every two sides of different puzzle pieces. Then a global matching algorithm, based on combinatorial Optimization techniques, is applied to compute the correct assembly of the puzzle pieces. The frame of the puzzle is solved by the traveling salesman algorithm and the the interior of the puzzle is solved by a branch and bound algorithm. The method was used successfully to assemble 104 piece puzzles, which have many pieces with almost similar boundaries. The technique was extended to assemble two intermixed 104 piece puzzles.
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Paperback. Zustand: New. Print on Demand. This book outlines a revolutionary technique for using computer vision to assemble large, complex jigsaw puzzles by shape-matching alone. The author, an expert in robotics, provides a detailed account of this unique solution to the longstanding problem of automating the solution of jigsaw puzzles. Grounded in foundational research in image processing, this technique reframes the puzzle as a combinatorial optimization problem, leading to an innovative solution that has broad implications for computer vision. The book's significance lies in its contribution to the field of computer vision, offering a powerful new tool for solving complex shape-matching problems and advancing the potential for automated object assembly and recognition. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. Bestandsnummer des Verkäufers 9781332197330_0
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