A new colour image energy for active contours in natural scenes

A new colour image energy for active contours is proposed to segment objects of unknown topologies automatically in the natural scene. An important contribution is the formulation of an analytical expression for thresholding that enables our active contour to handle the effects of uneven illumination and image blur in complex natural scenes.

[1]  Jack-Gérard Postaire,et al.  Catching moving objects with snakes for motion tracking , 1995, Pattern Recognit. Lett..

[2]  Jean-Bernard Martens,et al.  Estimation of Edge Parameters and Image Blur Using Polynomial Transforms , 1994, CVGIP Graph. Model. Image Process..

[3]  Terry E. Weymouth,et al.  Using Dynamic Programming For Minimizing The Energy Of Active Contours In The Presence Of Hard Constraints , 1988, [1988 Proceedings] Second International Conference on Computer Vision.

[4]  Jiancheng Jia,et al.  A Robust Active Contour Model for Natural Scene Contour Extraction with Automatic Thresholding , 1996, ECCV.

[5]  Petia Radeva,et al.  A snake for model-based segmentation , 1995, Proceedings of IEEE International Conference on Computer Vision.

[6]  Alex Pentland,et al.  A New Sense for Depth of Field , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[7]  E H Land,et al.  COLOR VISION AND THE NATURAL IMAGE PART II. , 1959, Proceedings of the National Academy of Sciences of the United States of America.

[8]  Peter E. Hart,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[9]  Y. Ohta Knowledge-based interpretation of outdoor natural color scenes , 1998 .

[10]  Jenny Benois-Pineau,et al.  Active contours approach to object tracking in image sequences with complex background , 1995, Pattern Recognit. Lett..

[11]  Jean-Bernard Martens,et al.  The Hermite transform-theory , 1990, IEEE Trans. Acoust. Speech Signal Process..

[12]  Demetri Terzopoulos,et al.  Topologically adaptable snakes , 1995, Proceedings of IEEE International Conference on Computer Vision.

[13]  JUN SHEN,et al.  Image smoothing and edge detection by Hermite integration , 1995, Pattern Recognit..

[14]  Gang Xu,et al.  A robust active contour model with insensitive parameters , 1993, 1993 (4th) International Conference on Computer Vision.