6.8 Color Edge Detectors

Chapter Contents (Back)
Color, Edges. Color. Edges, Color.

Nevatia, R.,
A Color Edge Detector and Its Use in Scene Segmentation,
SMC(7), No. 11, November 1977, pp. 820-826. BibRef 7711 USC Computer Vision BibRef
Earlier:
A Color Edge Detector,
ICPR76(829-832). BibRef

Machuca, R., Phillips, K.,
Applications of Vector Fields to Image Processing,
PAMI(5), No. 3, May 1983, pp. 316-329. BibRef 8305

di Zenzo, S.[Silvano],
A Note on the Gradient of a Multi-Image,
CVGIP(33), No. 1, January 1986, pp. 116-125.
Elsevier DOI Better ways to get color edges than just the maximum of the multiple edge values. A lot of old references, which reflects the current interest. Generalization
See also Coherence-Enhancing Diffusion of Colour Images. BibRef 8601

Robinson, G.,
Color Edge Detection,
OptEng(16), No. 5, September/October 1977, pp. 479-484. BibRef 7709
Earlier: SPIE(76), Advances in Image Transmission Techniques, San Diego, August 1976, pp. 126-133. BibRef

Shiozaki, A.[Akira],
Edge Extraction Using Entropy Operator,
CVGIP(36), No. 1, October 1986, pp. 1-9.
Elsevier DOI For color. BibRef 8610

Cumani, A.,
Edge Detection in Multispectral Images,
GMIP(53), No. 1, 1991, pp. 40-51. BibRef 9100

Cumani, A., Grattoni, P., Guiducci, A.,
An Edge-Based Description of Color Images,
GMIP(53), No. 4, 1991, pp. 313-323.
See also Image Description of Dynamic Scenes. BibRef 9100

Trahanias, P.E., Venetsanopoulos, A.N.,
Color Edge Detection Using Vector Order Statistics,
IP(2), No. 2, April 1993, pp. 259-264.
IEEE DOI Color image is a vector field. Class of edge detectors as the minimum over the magnitudes of linear combinations of the sorted vector samples. BibRef 9304

Trahanias, P.E., Venetsanopoulos, A.N.,
Vector Order Statistics Operators as Color Edge Detectors,
SMC-B(26), No. 1, February 1996, pp. 135-143.
IEEE Top Reference. BibRef 9602

Scharcanski, J., Venetsanopoulos, A.N.,
Edge-Detection of Color Images Using Directional Operators,
CirSysVideo(7), No. 2, April 1997, pp. 397-401.
IEEE Top Reference. 9704
BibRef

Drewniok, C.,
Multispectral Edge-Detection: Some Experiments on Data from Landsat-TM,
JRS(15), No. 18, December 1994, pp. 3743-3766. BibRef 9412

Yang, C.K., Tsai, W.H.,
Reduction of Color Space Dimensionality by Moment-Preserving Thresholding and Its Application for Edge-Detection in Color Images,
PRL(17), No. 5, May 1 1996, pp. 481-490. 9606

See also Color Image Compression Using Quantization, Thresholding, and Edge Detection Techniques All Based on the Moment Preserving Principle.
See also Image Compression by Moment-Preserving Edge-Detection. BibRef

Huntsberger, T.L., Descalzi, M.F.,
Color Edge Detection,
PRL(3), 1985, pp. 205-209. BibRef 8500

Tsang, W.H., Tsang, P.W.M.,
Suppression of False Edge-Detection Due to Specular Reflection in Color Images,
PRL(18), No. 2, February 1997, pp. 165-171. 9704
BibRef

Saber, E.[Eli], Tekalp, A.M.[A. Murat], Bozdagi, G.[Gozde],
Fusion of Color and Edge Information for Improved Segmentation and Edge Linking,
IVC(15), No. 10, October 1997, pp. 769-780.
Elsevier DOI 9710
BibRef
Earlier: ICASSP96(2176-2179) Dept of Electrical Eng. University of Rochester. BibRef

Djuric, P.M., Fwu, J.K.,
On the Detection of Edges in Vector Images,
IP(6), No. 11, November 1997, pp. 1595-1601.
IEEE DOI 9710
Not really color, but... BibRef

Alberto Salinas, R., Richardson, C., Abidi, M.A., and Gonzalez, R.C.,
Color Edge Detection and Surface Reconstruction Through Regularization,
IndEle(43), 1996. BibRef 9600

Greenshields, I.R.,
Coherent computation of the multispectral maximal directional derivative,
IVC(18), No. 1, December 1999, pp. 1-7.
Elsevier DOI 0001
planar of volumetric gradient BibRef

Fan, J.P.[Jian-Ping], Aref, W.G.[Walid G.], Hacid, M.S.[Mohand-Said], Elmagarmid, A.K.[Ahmed K.],
An improved automatic isotropic color edge detection technique,
PRL(22), No. 13, November 2001, pp. 1419-1429.
Elsevier DOI 0108
BibRef

Rydberg, A., Borgefors, G.,
Integrated method for boundary delineation of agricultural fields in multispectral satellite images,
GeoRS(39), No. 11, November 2001, pp. 2514-2520.
IEEE Top Reference. 0111
BibRef
Earlier:
Extracting multispectral edges in satellite images over agricultural fields,
CIAP99(786-791).
IEEE DOI 9909
BibRef

Tsai, P.[Piyu], Chang, C.C.[Chin-Chen], Hu, Y.C.[Yu-Chen],
An Adaptive Two-Stage Edge Detection Scheme for Digital Color Images,
RealTimeImg(8), No. 4, August 2002, pp. 329-343.
DOI Link 0210
BibRef

Gevers, T., Stokman, H.M.G.,
Classifying color edges in video into shadow-geometry, highlight, or material transitions,
MultMed(5), June 2003, pp. 237-243. BibRef 0306
Earlier:
Classifying Color Transitions Into Shadow-geometry, Illumination, Highlight or Material Edges,
ICIP00(Vol I: 521-524).
IEEE DOI 0008
BibRef
Earlier: A2, A1:
Detection and Classification of Hyper-Spectral Edges,
BMVC99(Low and High-Level Feature Detection).
PDF File. 9909
BibRef

Gevers, T., Stokman, H.M.G.,
Colour Invariance from Multispectral Images,
BMVC99(Low and High-Level Feature Detection). BibRef 9900

Gevers, T.,
Reflectance-based classification of color edges,
ICCV03(856-861).
IEEE DOI 0311
BibRef

Toivanen, P.J., Ansamäki, J., Parkkinen, J.P.S., Mielikäinen, J.,
Edge detection in multispectral images using the self-organizing map,
PRL(24), No. 16, December 2003, pp. 2987-2994.
Elsevier DOI 0310
BibRef

Toivanen, P.J., Lehtinen, A., Ansamäki, J., Kälviäinen, H.,
Two-Stage Multispectral Image Compression Using the Self-Organizing Map,
SCIA99(Remote Sensing). BibRef 9900

Theoharatos, C., Economou, G., Fotopoulos, S.,
Color edge detection using the minimal spanning tree,
PR(38), No. 4, April 2005, pp. 603-606.
Elsevier DOI 0501
BibRef

van de Weijer, J., Gevers, T., Geusebroek, J.M.,
Edge and Corner Detection by Photometric Quasi-Invariants,
PAMI(27), No. 4, April 2005, pp. 625-630.
IEEE Abstract. 0501
BibRef
Earlier:
Color edge detection by photometric quasi-invariants,
ICCV03(1520-1525).
IEEE DOI 0311

See also Robust optical flow from photometric invariants. BibRef

Evans, A.N., Liu, X.U.,
A Morphological Gradient Approach to Color Edge Detection,
IP(15), No. 6, June 2006, pp. 1454-1463.
IEEE DOI 0606
BibRef

Naik, S.K.[Sarif Kumar], Murthy, C.A.,
Standardization of Edge Magnitude in Color Images,
IP(15), No. 9, August 2006, pp. 2588-2595.
IEEE DOI 0608
BibRef

Hwang, Y.B.[Young-Bae], Kim, J.S.[Jun-Sik], Kweon, I.S.[In-So],
Change detection using a statistical model in an optimally selected color space,
CVIU(112), No. 3, December 2008, pp. 231-242.
Elsevier DOI 0811
BibRef
Earlier:
Sensor noise modeling using the Skellam distribution: Application to the color edge detection,
CVPR07(1-8).
IEEE DOI 0706
Change detection; Noise modeling; Color space selection; Graph cuts BibRef

Liu, K.C.[Kuo-Cheng],
Color-edge detection based on discrimination of noticeable color contrasts,
IJIST(19), No. 4, December 2009, pp. 332-339.
DOI Link 0912
BibRef

Ortiz, A.[Alberto], Oliver, G.[Gabriel],
Analysis of colour channel coupling from a physics-based viewpoint: Application to colour edge detection,
PR(43), No. 7, July 2010, pp. 2507-2520.
Elsevier DOI 1003
Physics-based vision; Colour; Edge detection BibRef

Ren, J., Jiang, J., Wang, D., Ipson, S.S.,
Fusion of intensity and inter-component chromatic difference for effective and robust colour edge detection,
IET-IPR(4), No. 4, August 2010, pp. 294-301.
DOI Link 1008
BibRef

Rogass, C.[Christian], Itzerott, S.[Sibylle], Schneider, B.U.[Bernd Uwe], Kaufmann, H.[Hermann], Huttl, R.F.[Reinhard F.],
Hyperspectral boundary detection based on the Busyness Multiple Correlation Edge Detector and Alternating Vector Field Convolution snakes,
PandRS(65), No. 5, September 2010, pp. 468-478.
Elsevier DOI 1003
Snakes; Hyperspectral; Boundary detection; AVFC; Yukawa BibRef

Xu, J.Y.[Jiang-Yan], Ye, L.N.[Lin-Ning], Luo, W.[Wang],
Color edge detection using multiscale quaternion convolution,
IJIST(20), No. 4, December 2010, pp. 354-358.
DOI Link 1011
BibRef

Gao, C.B., Zhou, J.L., Hu, J.R., Lang, F.N.,
Edge detection of colour image based on quaternion fractional differential,
IET-IPR(5), No. 3, June 2011, pp. 261-272.
DOI Link 1105
BibRef

Dinh, C.V.[Cuong V.], Leitner, R.[Raimund], Paclik, P.[Pavel], Loog, M.[Marco], Duin, R.P.W.[Robert P.W.],
SEDMI: Saliency based edge detection in multispectral images,
IVC(29), No. 8, July 2011, pp. 546-556.
Elsevier DOI 1108
BibRef
Earlier: A1, A2, A3, A5, Only:
A Clustering Based Method for Edge Detection in Hyperspectral Images,
SCIA09(580-587).
Springer DOI 0906
Multispectral image analysis; Edge detection; Saliency; Ensemble clustering BibRef

Verzakov, S.[Sergey], Paclík, P.[Pavel], Duin, R.P.W.[Robert P. W.],
Edge Detection in Hyperspectral Imaging: Multivariate Statistical Approaches,
SSPR06(551-559).
Springer DOI 0608
BibRef

Moreno, R.[Rodrigo], Garcia, M.A.[Miguel Angel], Puig, D.[Domenec], Julià, C.[Carme],
Edge-preserving color image denoising through tensor voting,
CVIU(115), No. 11, November 2011, pp. 1536-1551.
Elsevier DOI 1110
BibRef
Earlier:
Robust color edge detection through tensor voting,
ICIP09(2153-2156).
IEEE DOI 0911
BibRef
Earlier:
On Adapting the Tensor Voting Framework to Robust Color Image Denoising,
CAIP09(492-500).
Springer DOI 0909
Image denoising; Edge preservation; Perceptual grouping; Tensor voting; CIELAB; CIEDE2000
See also On Improving the Efficiency of Tensor Voting. BibRef

Moreno, R.[Rodrigo], Garcia, M.A.[Miguel Angel], Puig, D.[Domenec],
Robust Color Image Segmentation through Tensor Voting,
ICPR10(3372-3375).
IEEE DOI 1008
BibRef

Jin, L.H.[Liang-Hai], Liu, H.[Hong], Xu, X.Y.[Xiang-Yang], Song, E.[Enmin],
Improved direction estimation for Di Zenzo's multichannel image gradient operator,
PR(45), No. 12, December 2012, pp. 4300-4311.
Elsevier DOI 1208
Gradient; Multichannel image; Color edge detection BibRef

Lei, T.[Tao], Fan, Y.Y.[Yang-Yu], Wang, Y.[Yi],
Colour edge detection based on the fusion of hue component and principal component analysis,
IET-IPR(8), No. 1, January 2014, pp. 44-55.
DOI Link 1403
computational complexity BibRef

Yang, K.F.[Kai-Fu], Li, C.Y.[Chao-Yi], Li, Y.J.[Yong-Jie],
Multifeature-Based Surround Inhibition Improves Contour Detection in Natural Images,
IP(23), No. 12, December 2014, pp. 5020-5032.
IEEE DOI 1412
computer vision BibRef

Gao, S.B.[Shao-Bing], Yang, K.F.[Kai-Fu], Li, C.Y.[Chao-Yi], Li, Y.J.[Yong-Jie],
Color Constancy Using Double-Opponency,
PAMI(37), No. 10, October 2015, pp. 1973-1985.
IEEE DOI 1509
BibRef
Earlier:
A Color Constancy Model with Double-Opponency Mechanisms,
ICCV13(929-936)
IEEE DOI 1403
BibRef
And: A2, A1, A3, A4:
Efficient Color Boundary Detection with Color-Opponent Mechanisms,
CVPR13(2810-2817)
IEEE DOI 1309
Biological system modeling. HVS; color constancy; double-opponency Mechanism biological mechanism BibRef

Gao, S.B.[Shao-Bing], Han, W.W.[Wang-Wang], Yang, K.F.[Kai-Fu], Li, C.Y.[Chao-Yi], Li, Y.J.[Yong-Jie],
Efficient Color Constancy with Local Surface Reflectance Statistics,
ECCV14(II: 158-173).
Springer DOI 1408
BibRef

Sun, G.Y.[Gen-Yun], Zhang, A.[Aizhu], Ren, J.C.[Jin-Chang], Ma, J.S.[Jing-Sheng], Wang, P.[Peng], Zhang, Y.Z.[Yuan-Zhi], Jia, X.P.[Xiu-Ping],
Gravitation-Based Edge Detection in Hyperspectral Images,
RS(9), No. 6, 2017, pp. xx-yy.
DOI Link 1706
BibRef

Wang, P.Y., Wang, G.Y., Wang, N.,
A Fiber Bundle Geometry Approach for Edge Detection of Chromaticity Distributions,
SPLetters(24), No. 11, November 2017, pp. 1691-1695.
IEEE DOI 1710
Algebra, Color, Geometry, Image color analysis, Image edge detection, Manifolds, Optical fiber theory, Color representation, edge detection, fiber bundle manifold, gauge, field BibRef