*Schachter, B.J.[Bruce J.]*,
*Davis, L.S.[Larry S.]*,
*Rosenfeld, A.[Azriel]*,

**Some Experiments in Image Segmentation by Clustering
of Local Feature Values**,

*PR(11)*, No. 1, 1979, pp. 19-28.

Elsevier DOI
BibRef
**7900**

Earlier:

**Scene Segmentation by Cluster Detection in Color Space**,

*UMD*-CS TR-424, 1975.
*Segmentation, Histogram*.
*Color*.
*Histograms, Multi-Dimensional*.
*Segmentation, Color*. Multi-dimensional histograms to find color clusters.
BibRef

*Ahuja, N.*,
*Rosenfeld, A.*,

**A Note on the Use of Second-Order Gray Level Statistics
for Threshold Selection**,

*SMC(8)*, 1978, pp. 895-898.
BibRef
**7800**

*Ahuja, N.[Narendra]*,
*Rosenfeld, A.[Azriel]*,
*Haralick, R.M.[Robert M.]*,

**Neighbor Gray Levels as Features in Pixel Classification**,

*PR(12)*, No. 4, 1980, pp. 251-260.

Elsevier DOI
BibRef
**8000**

*Kirby, R.*,
*Rosenfeld, A.*,

**A Note on the Use of (Gray Level, Average Gray Level) Space as an
Aid in Threshold Selection**,

*SMC(9)*, 1979, pp. 860-864.
BibRef
**7900**

*Kitchen, L.[Leslie]*,
*Pietikainen, M.[Matti]*,
*Rosenfeld, A.[Azriel]*, and
*Wang, C.Y.[Cheng-Ye]*,

**Multispectral Image Smoothing Guided by Global Distribution
of Pixel Values**,

*SMC(13)*, 1983, pp. 626-631.
Basically
the superspike algorithm extended to 2-D histograms (red-green).

See also Image Segmentation by Texture Using Pyramid Node Linking.
BibRef
**8300**

*Narayanan, K.A.*, and
*Rosenfeld, A.*,

**Image Smoothing by Local Use of Global Information**,

*SMC(11)*, No. 12, December 1981, pp. 826-831.
*Smoothing*. Each pixel is averaged with only those neighbors which are (1) more
probable (higher value in histogram) and (2) in the same peak - no
concavity between the two. Applied iteratively, this produces
spikes where peaks formerly appeared. Superspike algorithm.
BibRef
**8112**

*Pietikainen, M.[Matti]*, and
*Rosenfeld, A.[Azriel]*,

**Multispectral Image Smoothing by Local Use of Global Information**,

*UMD*TR 1113, 1981.
BibRef
**8100**

*Westman, T.*,
*Harwood, D.A.*,
*Laitinen, T.*, and
*Pietikainen, M.*,

**Color Segmentation by Hierarchical Connected Components
Analysis with Image Enhancements by Symmetric Neighborhood Filters**,

*ICPR90*(I: 796-802).

IEEE DOI Use the images, but do not cite Ohlander.
BibRef
**9000**

*Moring, I.[Ilkka]*, and
*Pietikainen, M.[Matti]*,

**Experiments with Histogram Guided Image Smoothing**,

EE Dept.,
*Univ. of Oulu*Oulu Finland, 1982.
Further work on the super spike smoothing algorithm.
BibRef
**8200**

*Wang, C.Y.[Cheng-Ye]*, and
*Kitchen, L.[Leslie]*,

**Improvements in Multispectral Image Smoothing**,

*UMD*-CS TR-1152, DAAG-53-76C-1038, March 1982.
Extensions of the earlier 2-D histogram superspike method.
BibRef
**8203**

*Werman, M.[Michael]*,
*Peleg, S.[Shmuel]*,
*Rosenfeld, A.[Azriel]*,
*Werman, M.*,
*Peleg, S.*, and
*Rosenfeld, A.*,

**A Distance Metric for Multidimensional Histograms**,

*CVGIP(32)*, No. 3, December 1985, pp. 328-336.

Elsevier DOI
BibRef
**8512**

*Abutaleb, A.S.[Ahmed S]*,

**Automatic Thresholding of Grey-Level Pictures
Using Two-Dimensional Entropy**,

*CVGIP(47)*, No. 1, July 1989, pp. 22-32.

Elsevier DOI Threshold based on maximum entropy using the 2-D histogram of the
image.
BibRef
**8907**

*Jain, A.K.*,
*Newman, T.S.*,
*Goulish, M.*,

**Range-Intensity Histogram for Segmenting LADAR Images**,

*PRL(13)*, 1992, pp. 41-56.

See also Model-Based Classification of Quadric Surfaces.
BibRef
**9200**

*Li, L.Y.[Li-Yuan]*,
*Gong, R.[Ran]*,
*Chen, W.N.[Wei-Nan]*,

**Gray-Level Image Thresholding Based on Fisher Linear Projection
of 2-Dimensional Histogram**,

*PR(30)*, No. 5, May 1997, pp. 743-749.

Elsevier DOI
**9705**

BibRef

*Cheng, H.D.*,
*Chen, Y.H.[Yen-Hung]*,

**Fuzzy partition of two-dimensional histogram and its application to
thresholding**,

*PR(32)*, No. 5, May 1999, pp. 825-843.

Elsevier DOI
BibRef
**9905**

*Cheng, H.D.[Heng D.]*,
*Chen, Y.H.[Yen-Hung]*,

**Thresholding Based on Fuzzy Partition of Two-Dimensional Histogram**,

*ICPR98*(Vol II: 1616-1618).

IEEE DOI
**9808**

BibRef

*Cheng, H.D.*,
*Chen, Y.H.*,
*Jiang, X.H.*,

**Thresholding Using Two-Dimensional Histogram and Fuzzy Entropy
Principle**,

*IP(9)*, No. 4, April 2000, pp. 732-735.

IEEE DOI
**0004**

BibRef

*Chang, J.H.[Jeng-Horng]*,
*Fan, K.C.[Kuo-Chin]*,
*Chang, Y.L.[Yang-Lang]*,

**Multi-modal gray-level histogram modeling and decomposition**,

*IVC(20)*, No. 3, March 2002, pp. 203-216.

Elsevier DOI
**0202**

BibRef

*Clément, A.*,
*Vigouroux, B.*,

**Unsupervised segmentation of scenes containing vegetation (Forsythia)
and soil by hierarchical analysis of bi-dimensional histograms**,

*PRL(24)*, No. 12, August 2003, pp. 1951-1957.

Elsevier DOI
**0304**

BibRef

*Wang, L.S.[Li-Sheng]*,
*Bai, J.[Jing]*,

**Threshold selection by clustering gray levels of boundary**,

*PRL(24)*, No. 12, August 2003, pp. 1983-1999.

Elsevier DOI
**0304**

Consider threshold in continuous image space.
BibRef

*Doignon, C.*,
*Graebling, P.*,
*de Mathelin, M.*,

**Real-time segmentation of surgical instruments inside the abdominal
cavity using a joint hue saturation color feature**,

*RealTimeImg(11)*, No. 5-6, October-December 2005, pp. 429-442.

Elsevier DOI
**0510**

BibRef

IEEE DOI

BibRef

*Xiao, Y.[Yang]*,
*Cao, Z.G.[Zhi-Guo]*,
*Zhang, T.X.[Tian-Xu]*,

**Entropic thresholding based on gray-level spatial correlation histogram**,

*ICPR08*(1-4).

IEEE DOI
**0812**

BibRef

*Müller, W.[Wolfgang]*,
*Henrich, A.[Andreas]*,

**Faster Exact Histogram Intersection on Large Data Collections Using
Inverted VA-Files**,

*CIVR04*(455-463).

Springer DOI
**0505**

BibRef

Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in

Histogram Analysis for Threshold Selection and Segmentation .

Last update:May 23, 2024 at 14:31:23