7.1.8.8 Evaluation of Salient Point, Interest Point Detection

Chapter Contents (Back)
Interest Points. Salient Points. Feature Points. Evaluation, Feature Points.

Schmid, C.[Cordelia], Mohr, R.[Roger], and Bauckhage, C.[Christian],
Evaluation of Interest Point Detectors,
IJCV(37), No. 2, June 2000, pp. 151-172.
DOI Link 0008
BibRef
Earlier:
Comparing and Evaluating Interest Points,
ICCV98(230-235).
IEEE DOI BibRef

Gil, A.[Arturo], Martinez Mozos, O.[Oscar], Ballesta, M.[Monica], Reinoso, O.[Oscar],
A comparative evaluation of interest point detectors and local descriptors for visual SLAM,
MVA(21), No. 6, October 2010, pp. 905-920.
WWW Link. 1011
BibRef

Gauglitz, S.[Steffen], Höllerer, T.[Tobias], Turk, M.A.[Matthew A.],
Evaluation of Interest Point Detectors and Feature Descriptors for Visual Tracking,
IJCV(94), No. 3, September 2011, pp. 335-360.
WWW Link.
WWW Link. 1101
Dataset, Tracking. Present a dataset with ground truth for evaluation. And evaluation of camera tracking. BibRef

Kazmi, W.[Wajahat], Andersen, H.J.[Hans Jørgen],
A comparison of interest point and region detectors on structured, range and texture images,
JVCIR(32), No. 1, 2015, pp. 156-169.
Elsevier DOI 1511
Affine invariant regions BibRef

Rey-Otero, I.[Ives], Delbracio, M.[Mauricio],
Is Repeatability an Unbiased Criterion for Ranking Feature Detectors?,
SIIMS(8), No. 4, 2015, pp. 2558-2580.
DOI Link 1601
BibRef

Rey-Otero, I.[Ives], Delbracio, M.[Mauricio], Morel, J.M.[Jean-Michel],
Comparing feature detectors: A bias in the repeatability criteria,
ICIP15(3024-3028)
IEEE DOI 1512
BibRef
Earlier: A1, A3, A2:
An analysis of scale-space sampling in SIFT,
ICIP14(4847-4851)
IEEE DOI 1502
Feature detectors; performance evaluation. Cameras BibRef

Ehsan, S.[Shoaib], Clark, A.F.[Adrian F.], Leonardis, A.[Ales], ur Rehman, N.[Naveed], Khaliq, A.[Ahmad], Fasli, M.[Maria], McDonald-Maier, K.D.[Klaus D.],
A Generic Framework for Assessing the Performance Bounds of Image Feature Detectors,
RS(8), No. 11, 2016, pp. 928.
DOI Link 1612
BibRef

Danaci, E.G.[Emine Gul], Ikizler-Cinbis, N.[Nazli],
Low-level features for visual attribute recognition: An evaluation,
PRL(84), No. 1, 2016, pp. 185-191.
Elsevier DOI 1612
Visual attributes BibRef

Madeo, S., Bober, M.,
Fast, Compact, and Discriminative: Evaluation of Binary Descriptors for Mobile Applications,
MultMed(19), No. 2, February 2017, pp. 221-235.
IEEE DOI 1702
feature extraction BibRef


Schönberger, J.L., Hardmeier, H., Sattler, T., Pollefeys, M.,
Comparative Evaluation of Hand-Crafted and Learned Local Features,
CVPR17(6959-6968)
IEEE DOI 1711
Benchmark testing, Detectors, Image reconstruction, Measurement, Neural, networks BibRef

Balntas, V.[Vassileios], Lenc, K.[Karel], Vedaldi, A.[Andrea], Mikolajczyk, K.[Krystian],
HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors,
CVPR17(3852-3861)
IEEE DOI 1711
Benchmark testing, Detectors, Feature extraction, Protocols, Size, measurement BibRef

Cordes, K.[Kai], Grundmann, L.[Lukas], Ostermann, J.[Jörn],
Feature Evaluation with High-Resolution Images,
CAIP15(I:374-386).
Springer DOI 1511
BibRef

Chen, Y.L.[Yi-Lei], Hsu, C.T.[Chiou-Ting],
Implicit Rank-Sparsity Decomposition: Applications to Saliency/Co-saliency Detection,
ICPR14(2305-2310)
IEEE DOI 1412
Equations BibRef

Figat, J.[Jan], Kornuta, T.[Tomasz], Kasprzak, W.[Wlodzimierz],
Performance Evaluation of Binary Descriptors of Local Features,
ICCVG14(187-194).
Springer DOI 1410
BibRef

Dzulfahmi, Ohta, N.,
Performance Evaluation of Image Feature Detectors and Descriptors for Outdoor-Scene Visual Navigation,
ACPR13(872-876)
IEEE DOI 1408
image matching BibRef

Bekele, D.[Dagmawi], Teutsch, M.[Michael], Schuchert, T.[Tobias],
Evaluation of binary keypoint descriptors,
ICIP13(3652-3656)
IEEE DOI 1402
binary descriptors BibRef

Zambanini, S.[Sebastian], Kampel, M.[Martin],
Evaluation of Low-Level Image Representations for Illumination-Insensitive Recognition of Textureless Objects,
CIAP13(I:71-80).
Springer DOI 1311
BibRef
And:
A Local Image Descriptor Robust to Illumination Changes,
SCIA13(11-21).
Springer DOI 1311
dataset with rendered images of 3D models. Low level features for surface characteristics. BibRef

Miksik, O.[Ondrej], Mikolajczyk, K.[Krystian],
Evaluation of local detectors and descriptors for fast feature matching,
ICPR12(2681-2684).
WWW Link. 1302
BibRef

Heinly, J.[Jared], Dunn, E.[Enrique], Frahm, J.M.[Jan-Michael],
Comparative Evaluation of Binary Features,
ECCV12(II: 759-773).
Springer DOI 1210
BibRef

Lankinen, J.[Jukka], Kangas, V.[Ville], Kamarainen, J.K.[Joni-Kristian],
A comparison of local feature detectors and descriptors for visual object categorization by intra-class repeatability and matching,
ICPR12(780-783).
WWW Link. 1302
BibRef

Gat, C.[Christopher], Albu, A.B.[Alexandra Branzan], German, D.[Daniel], Higgs, E.[Eric],
A Comparative Evaluation of Feature Detectors on Historic Repeat Photography,
ISVC11(II: 701-714).
Springer DOI 1109
BibRef

Huynh, D.Q., Saini, A., Liu, W.[Wei],
Evaluation of three local descriptors on low resolution images for robot navigation,
IVCNZ09(113-118).
IEEE DOI 0911
BibRef

Papalazarou, C.[Chrysi], Rongen, P.M.J.[Peter M.J.], de With, P.H.N.[Peter H.N.],
Evaluation of Interest Point Detectors for Non-planar, Transparent Scenes,
ACIVS09(1-11).
Springer DOI 0909
BibRef

Stöttinger, J.[Julian], Donner, R.[René], Szumilas, L.[Lech], Hanbury, A.[Allan],
Evaluation of Gradient Vector Flow for Interest Point Detection,
ISVC08(I: 338-348).
Springer DOI 0812
BibRef

Reiterer, A., Eiter, T.,
A Distance-Based Method for the Evaluation of Interest point Detection Algorithms,
ICIP06(2745-2748).
IEEE DOI 0610
BibRef

Apollonio, F.I., Ballabeni, A., Gaiani, M., Remondino, F.,
Evaluation of feature-based methods for automated network orientation,
CloseRange14(47-54).
DOI Link 1411
evaluate some feature-based methods used to automatically extract tie points BibRef

Remondino, F.[Fabio],
Detectors and Descriptors for Photogrammetric Applications,
PCV06(xx-yy).
PDF File. 0609
Interest operators for aerial iamges. BibRef

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Contourlet Representations and Processing .


Last update:Nov 18, 2017 at 20:56:18