7.1.6 Feature, Object, Blob Detection and Spot Detection Systems

Chapter Contents (Back)
Spots.

Sklansky, J.,
Recognition of Convex Blobs,
PR(2), No. 1, January 1970, pp. 3-10.
WWW Version. BibRef 7001
Earlier: TRUCI TR-69-3, July 1969. Blob Extraction. See also Parallel Detection of Concavities in Cellular Blobs. See also Minimal Rectangular Partitions of Digitized Blobs. BibRef

Minor, L.G., and Sklansky, J.,
The Detection and Segmentation of Blobs in Infrared Images,
SMC(11), 1981, pp. 194-201. BibRef 8100
Earlier: PRIP81(464-469). Segmentation, Blobs. See also Recognition of Convex Blobs. BibRef

Rosenberg, B.,
The Analysis of Convex Blobs,
CGIP(1), No. 2, August 1972, pp. 183-192.
WWW Version. BibRef 7208

Cooper, D.B.,
Maximum Likelihood Estimation of Markov-Process Blob Boundaries in Noisy Images,
PAMI(1), No. 4, October 1979, 372-384. Blob Extraction. Segmentation, Blobs. BibRef 7910

Danker, A.J., and Rosenfeld, A.,
Blob Detection by Relaxation,
PAMI(3), No. 1, January 1981, pp. 79-92. BibRef 8101
And: A2, A1 plus A3: Dyer, C.R.,
Blob Extraction by Relaxation,
DARPA79(61-65). BibRef

Hong, T.H., and Rosenfeld, A.,
Compact Region Extraction Using Weighted Pixel Linking in a Pyramid,
PAMI(6), No. 2, March 1984, pp. 222-229. BibRef 8403
Earlier:
Unforced Image Partitioning by Weighted Pyramid Linking,
DARPA82(72-78). See also Segmentation and Estimation of Image Region Properties Through Cooperative Hierarchical Computation. BibRef

Hong, T.H., and Shneier, M.O.,
Extracting Compact Objects Using Linked Pyramids,
PAMI(6), No. 2, March 1984, pp. 229-236. BibRef 8403
Earlier: DARPA82(58-71). See also Segmentation and Estimation of Image Region Properties Through Cooperative Hierarchical Computation. BibRef

Shneier, M.O.,
Using Pyramids to Define Local Thresholds for Blob Detection,
PAMI(5), No. 3, May 1983, pp. 345-349. BibRef 8305
Earlier: DARPAN79(31-35). Blob Extraction. Segmentation, Blobs. BibRef

Sher, C.A., and Rosenfeld, A.,
Detecting and Extracting Compact Textured Regions Using Pyramids,
IVC(7), No. 2, May 1989, pp. 129-134.
WWW Version. Blob Extraction. Segmentation, Blobs. BibRef 8905

Rosenfeld, A., Sher, A.C.,
Detection and Delineation of Compact Objects Using Intensity Pyramids,
PR(21), No. 2, 1988, pp. 147-151.
WWW Version. BibRef 8800

Blanford, R.P., Tanimoto, S.L.,
Bright-Spot Detection in Pyramids,
CVGIP(43), No. 2, August 1988, pp. 133-149.
WWW Version. BibRef 8808

Rewo, L.,
Enhancement and Detection of Convex Objects Using Regression Models,
CVGIP(25), No. 2, February 1984, pp. 257-269.
WWW Version. Blob Extraction. Blob detection. BibRef 8402

Blostein, D., and Ahuja, N.,
A Multi-scale Region Detector,
CVGIP(45), No. 1, January 1989, pp. 22-41.
WWW Version. Blob Extraction. Segmentation, Blobs. Textures, Structural. This is not really texture segmentation, but segmentation of texture elements. The standard Laplacian of Gaussian is applied and homogeneous regions are found which are composed of areas most easily represented as disks. Some analysis of the LoG is done to derive a means to find the disks. Different sizes are used to get different size disks. BibRef 8901

van der Heijden, F., Apperloo, W., Spreeuwers, L.J.,
Numerical Optimization in Spot Detector Design,
PRL(18), No. 11-13, November 1997, pp. 1091-1097. 9806 BibRef

Noordmans, H.J., Smeulders, A.W.M.,
Detection and Characterization of Isolated and Overlapping Spots,
CVIU(70), No. 1, April 1998, pp. 23-35.
WWW Version. BibRef 9804

Boccignone, G.[Giuseppe], Chianese, A.[Angelo], Picariello, A.[Antonio],
Multiresolution spot detection by means of entropy thresholding,
JOSA-A(17), No. 7, July 2000, pp. 1160-1171. 0008 BibRef

Olivo-Marin, J.C.[Jean-Christophe],
Extraction of spots in biological images using multiscale products,
PR(35), No. 9, September 2002, pp. 1989-1996.
WWW Version. 0206 BibRef

Kerekes, J.P., Baum, J.E.,
Spectral imaging system analytical model for subpixel object detection,
GeoRS(40), No. 5, May 2002, pp. 1088-1101.
IEEE Top Reference. 0206 BibRef

Kerekes, J.P., Baum, J.E.,
Full-Spectrum Spectral Imaging System Analytical Model,
GeoRS(43), No. 3, March 2005, pp. 571-580.
IEEE Abstract. IEEE Top Reference. 0501 BibRef

Tzafestas, C.S.[Costas S.], Maragos, P.[Petros],
Shape Connectivity: Multiscale Analysis and Application to Generalized Granulometries,
JMIV(17), No. 2, September 2002, pp. 109-129.
WWW Version. 0211 BibRef

Dougherty, E.R.[Edward R.],
Granulometric Size Density for Segmented Random-Disk Models,
JMIV(17), No. 3, November 2002, pp. 271-281.
WWW Version. 0211 BibRef

Caselles, V.[Vicent], Monasse, P.[Pascal],
Grain Filters,
JMIV(17), No. 3, November 2002, pp. 249-270.
WWW Version. 0211 BibRef

Ancona, N.[Nicola], Cicirelli, G., Stella, E.[Ettore], Distante, A.,
Ball detection in static images with Support Vector Machines for classification,
IVC(21), No. 8, August 2003, pp. 675-692.
WWW Version. 0307 BibRef
Earlier:
Object detection in images run-time complexity and parameter selection of support vector machines,
ICPR02(II: 426-429).
WWW Version. 0211 BibRef

Ancona, N.[Nicola], Maglietta, R.[Rosalia], Stella, E.[Ettore],
Data representations and generalization error in kernel based learning machines,
PR(39), No. 9, September 2006, pp. 1588-1603.
WWW Version. 0606Supervised learning; Support vector machines; Generalization; Leave-one-out error; Sparse and dense data representation BibRef

d'Orazio, T., Ancona, N., Cicirelli, G., Nitti, M.,
A ball detection algorithm for real soccer image sequences,
ICPR02(I: 210-213).
WWW Version. 0211 BibRef

Lee, K.M.[Kyoung-Mi], Street, W.N.[W. Nick],
Model-based detection, segmentation, and classification for image analysis using on-line shape learning,
MVA(13), No. 4, 2003, pp. 222-233.
HTML Version. 0304 BibRef

Lee, K.M.[Kyoung-Mi], Street, W.N.[W. Nick],
Automatic Image Segmentation and Classification Using On-line Shape Learning,
WACV00(64-70).
IEEE Abstract. IEEE Top Reference. 0010Finding blobs. BibRef

Pang, G.K.H., Liu, H.H.S.,
LED location beacon system based on processing of digital images,
ITS(2), No. 3, September 2001, pp. 135-150.
IEEE Abstract. IEEE Top Reference. 0402 BibRef

Xiao, Z.T.[Zhi-Tao], Hou, Z.X.[Zheng-Xin],
Phase based feature detector consistent with human visual system characteristics,
PRL(25), No. 10, 16 July 2004, pp. 1115-1121.
WWW Version. 0407 BibRef

Pagčs, J.[Jordi], Salvi, J.[Joaquim], Collewet, C.[Christophe], Forest, J.[Josep],
Optimised De Bruijn patterns for one-shot shape acquisition,
IVC(23), No. 8, 1 August 2005, pp. 707-720.
WWW Version. 0508 BibRef

Jiang, J.M.[Jian-Min], Weng, Y.[Ying], Li, P.J.[Peng-Jie],
Dominant colour extraction in DCT domain,
IVC(24), No. 12, 1 December 2006, pp. 1269-1277.
WWW Version. 0610Dominant colour features; MPEG-7; Feature extraction in compressed domain Without decompressing. BibRef

Damerval, C., Meignen, S.,
Blob Detection With Wavelet Maxima Lines,
SPLetters(14), No. 1, January 2007, pp. 39-42.
WWW Version. 0701 BibRef

Urbach, E.R., Roerdink, J.B.T.M.[Jos B.T.M.], Wilkinson, M.H.F.[Michael H.F.],
Connected Shape-Size Pattern Spectra for Rotation and Scale-Invariant Classification of Gray-Scale Images,
PAMI(29), No. 2, February 2007, pp. 272-285.
WWW Version. 0701 BibRef
Earlier:
Connected rotation-invariant size-shape granulometries,
ICPR04(I: 688-691).
WWW Version. 0409 BibRef

Broadwater, J.[Joshua], Chellappa, R.[Rama],
Hybrid Detectors for Subpixel Targets,
PAMI(29), No. 11, November 2007, pp. 1891-1903.
WWW Version. 0711In hyperspectral imagery analysis. Model background using physics and statistics. Compare to AMSD and ACE. BibRef

Zhang, M.J.[Meng-Jie], Bhowan, U.[Urvesh], Ny, B.[Bunna],
Genetic Programming for Object Detection: A Two-Phase Approach with an Improved Fitness Function,
ELCVIA(6), No. 1, 2007, pp. 27-43.
WWW Version. 0709Genetic programming to generate code applied in windows across the image to extract objects. BibRef

Caucci, L.[Luca], Barrett, H.H.[Harrison H.], Devaney, N.[Nicholas], Rodríguez, J.J.[Jeffrey J.],
Application of the Hotelling and ideal observers to detection and localization of exoplanets,
JOSA-A(24), No. 12, December 2007, pp. B13-B24.
WWW Version. 0801Object detection. Planets. BibRef

Gutierrez, J.A.[José A.], Armstrong, B.S.R.[Brian S.R.],
Precision Landmark Location for Machine Vision and Photogrammetry: Finding and Achieving the Maximum Possible Accuracy,
Springer2008, ISBN: 978-1-84628-912-5.
WWW Version. Code, Landmarks. Techniques to achieve optimal results. BibRef 0800


Lampert, C.H.[Christoph H.], Blaschko, M.B.[Matthew B.], Hofmann, T.[Thomas],
Beyond sliding windows: Object localization by efficient subwindow search,
CVPR08(1-8).
WWW Version. 0806Efficient search for existence of object. BibRef

Mahmood, A.[Arif],
Structure-less object detection using AdaBoost algorithm,
ICMV07(85-90).
WWW Version. 0712 BibRef

Chin, B.[Barret], Zhang, M.J.[Meng-Jie],
Object Detection Using Neural Networks and Genetic Programming,
EvoIASP08(xx-yy).
WWW Version. 0804 BibRef

Baró, X.[Xavier], Vitriŕ, J.[Jordi],
Weighted Dissociated Dipoles: An Extended Visual Feature Set,
CVS08(xx-yy).
WWW Version. 0805representation based on Haar-like filters for use in classification. BibRef

Baró, X.[Xavier], Vitriŕ, J.[Jordi],
Evolutionary Object Detection by Means of Naďve Bayes Models Estimation,
EvoIASP08(xx-yy).
WWW Version. 0804 BibRef

Jia, W.J.[Wen-Jing], Tien, D.[David], He, X.J.[Xiang-Jian], Hope, B.A.[Brian A.], Wu, Q.A.[Qi-Ang],
Applying Local Cooccurring Patterns for Object Detection from Aerial Images,
Visual07(478-489).
WWW Version. 0706 BibRef

Daskalakis, A.[Antonis], Cavouras, D.[Dionisis], Bougioukos, P.[Panagiotis], Kostopoulos, S.[Spiros], Kalatzis, I.[Ioannis], Kagadis, G.C.[George C.], Nikiforidis, G.[George],
Development of a Cascade Processing Method for Microarray Spot Segmentation,
IbPRIA07(I: 410-417).
WWW Version. 0706 BibRef

Lemaitre, C.[Cédric], Miteran, J.[Johel], Matas, J.[Jiri],
Definition of a Model-Based Detector of Curvilinear Regions,
CAIP07(686-693).
WWW Version. 0708 BibRef

Liu, Y.S.[Yi-Sheng], Chen, S.Y.[Shu-Yuan], Chao, Y.T.[Ya-Ting], Liu, R.S.[Ru-Sheng], Tsai, Y.C.[Yuan-Ching], Hsieh, J.S.[Jaw-Shu],
Intelligent Spot Detection for 2-DE Gel Image,
PSIVT06(168-177).
WWW Version. 0612 BibRef

Donoser, M., Bischof, H., Wiltsche, M.,
Color Blob Segmentation by MSER Analysis,
ICIP06(757-760). 0610
WWW Version. BibRef

Dupac, J.[Jan], Hlavác, V.[Václav],
Stable Wave Detector of Blobs in Images,
DAGM06(760-769).
WWW Version. 0610 BibRef

Xu, Q.[Qi], Chen, Y.Q.[Yan Qiu],
Multiscale Blob Features for Gray Scale, Rotation and Spatial Scale Invariant Texture Classification,
ICPR06(IV: 29-32).
WWW Version. 0609 BibRef

Wang, W.X.[Wei-Xing],
Size and Shape Measure of Particles by Image Analysis,
IWCIA06(253-262).
WWW Version. 0606 BibRef

Samur, R., Zagorodnov, V.,
Segmenting Small Regions in the Presence of Noise,
ICIP05(II: 1254-1257).
WWW Version. 0512 BibRef

Hinz, S.,
Fast and Subpixel Precise Blob Detection and Attribution,
ICIP05(III: 457-460).
WWW Version. 0512 BibRef

Cyganek, B.[Boguslaw],
Computational Framework for Family of Order Statistic Filters for Tensor Valued Data,
ICIAR06(I: 156-162).
WWW Version. 0610 BibRef
Earlier:
Matching of the Multi-channel Images with Improved Nonparametric Transformations and Weighted Binary Distance Measures,
IWCIA06(74-88).
WWW Version. 0606 BibRef
Earlier:
Object Detection in Multi-channel and Multi-scale Images Based on the Structural Tensor,
CAIP05(570).
WWW Version. 0509 BibRef

Fiala, M.[Mark],
ARTag, a Fiducial Marker System Using Digital Techniques,
CVPR05(II: 590-596).
WWW Version. 0507Special markers in image for alignment for AR applications. BibRef

Lichtenauer, J.[Jeroen], Hendriks, E.[Emile], Reinders, M.[Marcel],
Isophote Properties as Features for Object Detection,
CVPR05(II: 649-654).
WWW Version. 0507Filters for object detection. BibRef

Araujo, R.T.S., Medeiros, F.N.S., Costa, R.C.S., Marques, R.C.P., Moreira, R.B., Silva, J.L.,
Spots segmentation in SAR images for remote sensing of environment,
Southwest04(95-99).
IEEE Abstract. IEEE Top Reference. 0411 BibRef

Claus, D.[David], Fitzgibbon, A.W.[Andrew W.],
Reliable Automatic Calibration of a Marker-Based Position Tracking System,
WACV05(I: 300-305).
WWW Version. 0502 BibRef

Claus, D.[David], Fitzgibbon, A.W.[Andrew W.],
Reliable Fiducial Detection in Natural Scenes,
ECCV04(Vol IV: 469-480).
WWW Version. 0405 BibRef

Forssen, P.E.[Per-Erik], Lowe, D.G.[David G.],
Shape Descriptors for Maximally Stable Extremal Regions,
ICCV07(1-8).
WWW Version. 0710 BibRef

Forssén, P.E.[Per-Erik], Granlund, G.H.[Gösta H.],
Robust Multi-scale Extraction of Blob Features,
SCIA03(11-18).
WWW Version. 0310 BibRef

Mamlouk, A.M.[Amir Madany], Kim, J.T.[Jan T.], Barth, E.[Erhardt], Brauckmann, M.[Michael], Martinetz, T.[Thomas],
One-Class Classification with Subgaussians,
DAGM03(346-353).
HTML Version. 0310Assume a gaussian distribution, then it is a template match. BibRef

Sossa Azuela, J.H., Guzmán Lugo, G., Sotelo Rangel, R.,
Counting the Number of Blobs in an Image,
ICIP01(I: 1086-1089).
IEEE Abstract. IEEE Top Reference. 0108 BibRef

Nehrbass, U., Olivo-Marin, J.C.,
Three Dimensional Spot Detection by Multiscale Analysis,
ICIP01(I: 317-320).
IEEE Abstract. IEEE Top Reference. 0108 BibRef

Cucurachi, G.[Giorgio], Tascini, G.[Guido], Piazza, F.[Francesco],
Neural network for region detection,
CIAP97(II: 228-237).
WWW Version. 9709 BibRef

Cho, D.U.[Dong-Uk], Bae, J.J.,
Fuzzy-set based feature extraction for objects of various shapes and appearances,
ICIP96(II: 983-986).
WWW Version. 9610 BibRef

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Region of Interest Detection, ROI, Interest Operators, Interest Points .


Last update:Sep 2, 2008 at 17:29:35