A multiscale method for the reassembly of two-dimensional fragmented objects

被引:107
作者
Leitao, HCD [1 ]
Stolfi, J
机构
[1] Univ Fed Fluminense, Inst Comp, BR-24210240 Rio De Janeiro, Brazil
[2] Univ Estadual Campinas, Inst Comp, BR-13084971 Sao Paulo, Brazil
关键词
outline matching; planar shape matching; multiscale analysis; planar shape invariants; ceramic fragments; archaeology; fracture analysis;
D O I
10.1109/TPAMI.2002.1033215
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We describe here an efficient procedure for reassembling unknown two-dimensional objects that have been broken or torn into a large number of irregular fragments-a problem that often arises in archaeology, art restoration, forensics, and other disciplines. The procedure compares the curvature-encoded fragment outlines, at progressively increasing scales of resolution, using an incremental dynamic programming sequence-matching algorithm. The total cost gets reduced by a factor proportional to the mean number of samples per segment, which makes the method viable for problems of practical size (thousands of fragments). The performance of our method is illustrated with an artificial but realistic example.
引用
收藏
页码:1239 / 1251
页数:13
相关论文
共 34 条
[1]   Partial surface and volume matching in three dimensions [J].
Barequet, G ;
Sharir, M .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1997, 19 (09) :929-948
[2]  
BOUSSOFIANE F, 1993, IEEE T PATTENR ANAL, V15, P445
[3]  
Bunke H., 1993, Computer Analysis of Images and Patterns. 5th International Conference, CAIP '93 Proceedings, P299
[4]   APPLICATIONS OF APPROXIMATE STRING-MATCHING TO 2D SHAPE-RECOGNITION [J].
BUNKE, H ;
BUHLER, U .
PATTERN RECOGNITION, 1993, 26 (12) :1797-1812
[5]   SOLVING JIGSAW PUZZLES BY A ROBOT [J].
BURDEA, GC ;
WOLFSON, HJ .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1989, 5 (06) :752-764
[6]  
Halir R, 1997, P CZECH PATT REC WOR, P126
[7]  
Hori K., 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149), P440, DOI 10.1109/CVPR.1999.784718
[8]  
Hori K., 2000, Transactions of the Institute of Electronics, Information and Communication Engineers D-II, VJ83D-II, P1392
[9]  
HORI K, 2000, J COMPUTER ARCHAEOLO, V5, P1
[10]   TWO-DIMENSIONAL, MODEL-BASED, BOUNDARY MATCHING USING FOOTPRINTS [J].
KALVIN, A ;
SCHONBERG, E ;
SCHWARTZ, JT ;
SHARIR, M .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1986, 5 (04) :38-55