Method, apparatus, computer program, computer system and computer-readable storage for representing and searching for an object in an image
A method of representing an object appearing in a still or video image, by processing signals corresponding to the image, comprises deriving a curvature scale space (CSS) representation of the object outline by smoothing the object outline, deriving at least one additional parameter reflecting the shape or mass distribution of a smoothed version of the original curve, and associating the CSS representation and the additional parameter as a shape descriptor of the object.
1. A method of creating a shape descriptor representing an object appearing in an image or sequence of images, by processing signals corresponding to the image or images using one or more processors, the method comprising
deriving, using a processor, a curvature scale space (CSS) representation of the outline of the object by smoothing the outline of the object;
deriving, using a processor, an additional parameter reflecting the shape or mass distribution of a smoothed version of the original outline of the object; and
associating the CSS representation and said additional parameter as a shape descriptor of the object,
wherein said additional parameter corresponds to a circularity of a smoothed version of the original outline of the object.
2. A method as claimed in claim 1 wherein said additional parameter relates to the smoothed outline corresponding to a peak in the CSS image.
3. A method as claimed in claim 2 wherein said additional parameter relates to the smoothed outline corresponding to the highest peak in the CSS image.
4. A method of deriving a shape descriptor representing a plurality of objects appearing in an image or sequence of images, by processing signals corresponding to the image or images using one or more processors, the method comprising;
for each object, determining if there are significant changes in curvature in the object's outline; and
if there are significant changes in curvature of the object's outline, then deriving, using a processor, a shape descriptor using a method as claimed in claim 1 ; and
if there are no significant changes in curvature of the object's outline, then deriving, using a processor, a shape descriptor including at least the circularity of the original object outline.
5. An apparatus comprising:
an image database storing images or sequences of images;
a descriptor database storing descriptors of objects or parts of objects appearing in images stored in the image database;
a processor configured to perform the method as claimed in claim 1 .
6. A computer-readable storage medium storing computer-executable process steps, for implementing a method as claimed in claim 1 .
7. A computer system comprising:
an image database storing images or sequences of images;
a descriptor database storing descriptors of objects or parts of objects appearing in images stored in the image database; and
a control unit programmed to perform the method as claimed in claim 1 .