7.1.7.2 Blob Detection

Chapter Contents (Back)
Blob Detection. Blob Segmentation.
See also Blob Detection.
See also Dense Object Detection.

Sklansky, J.,
Recognition of Convex Blobs,
PR(2), No. 1, January 1970, pp. 3-10.
Elsevier DOI 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., 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.
Elsevier DOI 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., 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.[Charles R.],
Blob Extraction by Relaxation,
DARPA79(61-65). BibRef

Hong, T.H., 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., 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.[C. Allen], Rosenfeld, A.[Azriel],
Detecting and Extracting Compact Textured Regions Using Pyramids,
IVC(7), No. 2, May 1989, pp. 129-134.
Elsevier DOI Blob Extraction. Segmentation, Blobs. BibRef 8905

Rosenfeld, A.[Azriel], Sher, C.A.[C. Allen],
Detection and Delineation of Compact Objects Using Intensity Pyramids,
PR(21), No. 2, 1988, pp. 147-151.
Elsevier DOI BibRef 8800

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

Blostein, D.[Dorothea], Ahuja, N.[Narendra],
A Multi-scale Region Detector,
CVGIP(45), No. 1, January 1989, pp. 22-41.
Elsevier DOI 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

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.
WWW Link. 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 DOI 0010
Finding blobs. BibRef

Damerval, C.[Christophe], Meignen, S.[Sylvain],
Blob Detection With Wavelet Maxima Lines,
SPLetters(14), No. 1, January 2007, pp. 39-42.
IEEE DOI 0701
BibRef

Damerval, C.[Christophe], Meignen, S.[Sylvain],
Study of a Robust Feature: The Pointwise Lipschitz Regularity,
IJCV(88), No. 3, July 2010, pp. xx-yy.
Springer DOI 1003
BibRef
Earlier:
Highlight on a Feature Extracted at Fine Scales: The Pointwise Lipschitz Regularity,
SSVM09(782-794).
Springer DOI 0906
BibRef

Ferraz, L.[Luis], Binefa, X.[Xavier],
A sparse curvature-based detector of affine invariant blobs,
CVIU(116), No. 4, April 2012, pp. 524-537.
Elsevier DOI 1202
BibRef
Earlier:
A Scale Invariant Interest Point Detector for Discriminative Blob Detection,
IbPRIA09(233-240).
Springer DOI 0906
Interest points; Scale invariant detector; Affine invariant detector; Gaussian curvature; Gaussian fitting; Blob evolution BibRef

Lakemond, R.[Ruan], Sridharan, S.[Sridha], Fookes, C.[Clinton],
Hessian-Based Affine Adaptation of Salient Local Image Features,
JMIV(44), No. 2, October 2012, pp. 150-167.
WWW Link. 1206
BibRef
Earlier: A1, A3, A2:
Affine Adaptation of Local Image Features Using the Hessian Matrix,
AVSBS09(496-501).
IEEE DOI 0909
Blob detectors and corner features.
See also Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition. BibRef

Lakemond, R.[Ruan], Fookes, C.[Clinton], Sridharan, S.[Sridha],
Negative Determinant of Hessian Features,
DICTA11(530-535).
IEEE DOI 1205
BibRef

Umakanthan, S., Denman, S., Sridharan, S., Fookes, C., Wark, T.,
Spatio Temporal Feature Evaluation for Action Recognition,
DICTA12(1-8).
IEEE DOI 1303
BibRef

Vidas, S., Lakemond, R.[Ruan], Denman, S., Fookes, C.[Clinton], Sridharan, S.[Sridha], Wark, T.J.,
An Exploration of Feature Detector Performance in the Thermal-Infrared Modality,
DICTA11(217-224).
IEEE DOI 1205
BibRef

Khan, M.A.U.[Mohammad A.U.], Khan, T.M.[Tariq M.], Bailey, D.G.[Donald G.], Kittaneh, O.[Omar],
Deriving scale normalisation factors for a GLoG detector,
IET-IPR(12), No. 9, September 2018, pp. 1673-1682.
DOI Link 1809
Generalised LoG (GLoG) detector for non-circular blobs. BibRef

Tong, W.Q.[Wei-Qing], Li, H.S.[Hai-Sheng], Chen, G.Y.[Guo-Yue],
Blob Detection Based on Soft Morphological Filter,
IEICE(E103-D), No. 1, January 2020, pp. 152-162.
WWW Link. 2001
BibRef


Xiong, J.[Jian], Nguyen, T.M.[Thanh Minh], Wu, Q.M.J.[Q.M. Jonathan],
FPGA Implementation of Blob Recognition,
CRV11(125-131).
IEEE DOI 1105
BibRef

Liu, J.[Jiamin], White, J.M.[Jacob M.], Summers, R.M.[Ronald M.],
Automated detection of blob structures by Hessian analysis and object scale,
ICIP10(841-844).
IEEE DOI 1009
BibRef

Ming, A.[Anlong], Ma, H.[Huadong],
A blob detector in color images,
CIVR07(364-370).
DOI Link 0707
BibRef

Liu, H.R.[Hai-Rong], Yan, S.C.[Shui-Cheng],
Efficient structure detection via random consensus graph,
CVPR12(574-581).
IEEE DOI 1208
BibRef
And:
Common visual pattern discovery via spatially coherent correspondences,
CVPR10(1609-1616).
IEEE DOI Video of talk:
WWW Link. 1006
local features and spatial arrangements Not simple blobs, but more complex structures. BibRef

Nguyen, T.B.[Thanh Binh], Chung, S.T.[Sun Tae],
An Improved Real-Time Blob Detection for Visual Surveillance,
CISP09(1-5).
IEEE DOI 0910
BibRef

Kumar, P.[Praveen], Palaniappan, K.[Kannappan], Mittal, A.[Ankush], Seetharaman, G.[Guna],
Parallel Blob Extraction Using the Multi-core Cell Processor,
ACIVS09(320-332).
Springer DOI 0909
BibRef

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

Dupac, J.[Jan], Hlavác, V.[Václav],
Stable Wave Detector of Blobs in Images,
DAGM06(760-769).
Springer DOI 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).
IEEE DOI 0609
BibRef

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

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

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Spot Detection, Bright Spots .


Last update:Jun 17, 2024 at 21:38:11