AN EMPIRICAL EVALUATION OF INTEREST POINT DETECTORS

被引：5

作者：

Barandiaran, Inigo ^{[1
,2
]}

Grana, Manuel ^{[1
]}

Nieto, Marcos ^{[2
]}

机构：

[1] Univ Basque Country, GIC, Dept CCIA, San Sebastian 20018, Spain

[2] Vicomtech IK4, San Sebastian 20009, Spain

来源：

CYBERNETICS AND SYSTEMS | 2013年 / 44卷 / 2-3期

关键词：

computer vision; feature descriptors; interest points; point matching;

D O I：

10.1080/01969722.2013.762232

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Image interest point extraction and matching across images is a commonplace task in computer visionbased applications, across widely diverse domains, such as 3D reconstruction, augmented reality, or tracking. We present an empirical evaluation of state-of-the-art interest point detection algorithms measuring several parameters, such as efficiency, robustness to image domain geometric transformationsthat is, similarityaffine or projective transformations, as well as invariance to photometric transformations such as light intensity or image noise.

引用

页码：98 / 117

页数：20

共 50 条

[21] A Novel Texture Descriptor for Interest Point Detectors
Yao, Qiong
Xu, Xiang
Zou, Kun
[J]. INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMMUNICATION ENGINEERING (CSCE 2015), 2015, : 34 - 39
[22] Scale & Affine Invariant Interest Point Detectors
Krystian Mikolajczyk
Cordelia Schmid
[J]. International Journal of Computer Vision, 2004, 60 : 63 - 86
[23] Histogram-based Interest Point Detectors
Lee, Wei-Ting
Chen, Hwann-Tzong
[J]. CVPR: 2009 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-4, 2009, : 1590 - 1596
[24] Synthesis of interest point detectors through genetic programming
Trujillo, Leonardo
Olague, Gustavo
[J]. GECCO 2006: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2, 2006, : 887 - +
[25] Interest Points Image Detectors: Performance Evaluation
Karina Ruby, Perez Daniel
Hernandez Enrique, Escamilla
Miyatake, Nakano
Hector Manuel, Mariko Perez Meana
Sanchez Perez, Gabriel
[J]. 2011 IEEE ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE (CERMA 2011), 2011, : 137 - 142
[26] License Plate Detection Using Point of Interest Detectors and Descriptors
Horak, Karel
Klecka, Jan
Novacek, Petr
[J]. 2016 39TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2016, : 484 - 488
[27] Interest point detection for reconstruction in high granularity tracking detectors
Morgan, B.
[J]. JOURNAL OF INSTRUMENTATION, 2010, 5
[28] Improving the Performance of Interest Point Detectors with Contrast Stretching Functions
Gunashekhar, Prabakar K.
Gunturk, Bahadir K.
[J]. IMAGE PROCESSING: MACHINE VISION APPLICATIONS VI, 2013, 8661
[29] Empirical Mode Decomposition based interest point detector
Khan, Jesmin F.
Adhami, Reza R.
Bhuiyan, Sharif M. A.
Barner, Kenneth E.
[J]. 2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 1317 - +
[30] Ensembling Shift Detectors: An Extensive Empirical Evaluation
Maggio, Simona
Dreyfus-Schmidt, Leo
[J]. MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021: RESEARCH TRACK, PT III, 2021, 12977 : 362 - 377

← 1 2 3 4 5 →