TRACK FINDING WITH DEFORMABLE TEMPLATES - THE ELASTIC ARMS APPROACH

被引：56

作者：

OHLSSON, M

PETERSON, C

YUILLE, AL

机构：

[1] UNIV LUND,DEPT THEORET PHYS,SOLVEGATAN 14A,S-22362 LUND,SWEDEN

[2] HARVARD UNIV,DIV APPL SCI,CAMBRIDGE,MA 02138

来源：

COMPUTER PHYSICS COMMUNICATIONS | 1992年 / 71卷 / 1-2期

关键词：

D O I：

10.1016/0010-4655(92)90074-9

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

A novel algorithm for particle tracking is presented and evaluated. It is based on deformable templates that converge using a deterministic annealing algorithm. These deformable templates are initialized by Hough transforms. The algorithm, which effectively represents a merger between neuronic decision making and parameter fitting, naturally lends itself to parallel execution. Very good performance is obtained for both non-magnetic and magnetic tracks. For the latter simulated TPC tracks from the CERN DELPHI detector are used.

引用

页码：77 / 98

页数：22

共 27 条

[1] THE DELPHI TIME PROJECTION CHAMBER [J].

BRAND, C ;

CAIRANTI, G ;

CHARPENTIER, P ;

CLARA, MP ;

DELIKARIS, D ;

FOETH, H ;

HECK, BW ;

HILKE, HJ ;

SULKOWSKI, K ;

AUBRET, C ;

BILLOIR, P ;

BOUTONNET, C ;

COURTY, P ;

CROZON, M ;

DELPIERRE, P ;

DIACZEK, A ;

MAS, J ;

SAGET, G ;

TILQUIN, A ;

TURLOT, JP ;

VERGEZAC, P ;

ANTILOGUS, P ;

AUGUSTIN, JE ;

GAILLARD, M ;

GROS, MH ;

HRISOHO, A ;

JEANMARIE, B ;

LEPELTIER, V ;

NOPPE, JM ;

RICHARD, F ;

TRUONG, K ;

BOLOGNESE, T ;

BORGEAUD, P ;

DEBEER, M ;

JARRY, P ;

MUR, M ;

RAOUL, JC ;

RUHLMANN, V ;

SACQUIN, Y ;

SIEGRIST, P ;

SMADJA, G ;

TURLUER, M ;

VILANOVA, D ;

DARBO, G ;

VERNOCCHI, F ;

BARRING, O ;

JARLSKOG, G ;

KACK, S ;

LORSTADT, B ;

MJORNMARK, U .

IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1989, 36 (01) :122-126

[2] MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].

DEMPSTER, AP ;

LAIRD, NM ;

RUBIN, DB .

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38

[3] NEURAL NETWORKS AND CELLULAR AUTOMATA IN EXPERIMENTAL HIGH-ENERGY PHYSICS [J].

DENBY, B .

COMPUTER PHYSICS COMMUNICATIONS, 1988, 49 (03) :429-448

[4]

DEVEAUX RD, 1986, THESIS STANFORD U

[5]

Duda R. O., 1973, PATTERN CLASSIFICATI, V3

[6] AN ANALOG APPROACH TO THE TRAVELING SALESMAN PROBLEM USING AN ELASTIC NET METHOD [J].

DURBIN, R ;

WILLSHAW, D .

NATURE, 1987, 326 (6114) :689-691

[7]

DURBIN R, 1989, NEURAL COMPUT, V1, P382

[8] A COMMON FRAMEWORK FOR IMAGE SEGMENTATION [J].

GEIGER, D ;

YUILLE, A .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 1991, 6 (03) :227-243

[9]

GISLEN L, IN PRESS NEURAL COMP

[10] PATTERN-RECOGNITION IN HIGH-ENERGY PHYSICS [J].

GROTE, H .

REPORTS ON PROGRESS IN PHYSICS, 1987, 50 (04) :473-500

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