FEATURE POINT CORRESPONDENCE IN THE PRESENCE OF OCCLUSION

被引：83

作者：

SALARI, V

SETHI, IK

机构：

[1] Department of Computer Science, Wayne State University, Detroit

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1990年 / 12卷 / 01期

关键词：

Correspondence; Dynamic scenes; Motion; Occlusion; Smoothness of motion; Tracking;

D O I：

10.1109/34.41387

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Occlusion and poor feature point detection are two main difficulties in the use of multiple frames for establishing correspondence of feature points. A new formulation of the correspondence problem as an optimisation problem is discussed to handle these difficulties. Modifications to an existing iterative optimization procedure are discussed to solve the new formulation of the correspondence problem. Experimental results are presented to show the merits of the new formulation. © 1990 IEEE.

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页码：87 / 91

页数：5

相关论文

共 12 条

[1] REPRESENTATION OF 3-DIMENSIONAL MOTION IN DYNAMIC SCENES [J].

ASADA, M ;

TSUJI, S .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1983, 21 (01) :118-144

[2] DISPARITY ANALYSIS OF IMAGES [J].

BARNARD, ST ;

THOMPSON, WB .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1980, 2 (04) :333-340

[3] VOLUMETRIC MODEL AND 3D TRAJECTORY OF A MOVING CAR DERIVED FROM MONOCULAR TV FRAME SEQUENCES OF A STREET SCENE [J].

DRESCHLER, L ;

NAGEL, HH .

COMPUTER GRAPHICS AND IMAGE PROCESSING, 1982, 20 (03) :199-228

[4] APPLYING TEMPORAL CONSTRAINTS TO THE DYNAMIC STEREO PROBLEM [J].

JENKIN, M ;

TSOTSOS, JK .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1986, 33 (01) :16-32

[5] COMPUTING THE OPTIC FLOW - THE MATCH ALGORITHM AND PREDICTION [J].

PRAGER, JM ;

ARBIB, MA .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1983, 24 (03) :271-304

[6] THE PERCEPTION OF APPARENT MOTION [J].

RAMACHANDRAN, VS ;

ANSTIS, SM .

SCIENTIFIC AMERICAN, 1986, 254 (06) :102-109

[7] TOWARDS A SYSTEM FOR THE INTERPRETATION OF MOVING LIGHT DISPLAYS [J].

RASHID, RF .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1980, 2 (06) :574-581

[8] FINDING TRAJECTORIES OF FEATURE POINTS IN A MONOCULAR IMAGE SEQUENCE [J].

SETHI, IK ;

JAIN, R .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (01) :56-73

[9]

Thompson W. B., 1982, Proceedings of PRIP 82. IEEE Computer Society Conference on Pattern Recognition and Image Processing, P252

[10]

Ullman S., 1979, INTERPRETATION VISUA