Method for efficient coding of shape descriptor parameters
A method of representing an object appearing in a still or video image, by processing signals corresponding to the image, comprises deriving a plurality of sets of co-ordinate values representing the shape of the object and quantizing the co-ordinate values to derive a coded representation of the shape, and further comprises quantizing a first co-ordinate value over a first quantization range and quantizing a smaller co-ordinate value over a smaller range.
1. A method of searching for an object in an image by processing signals corresponding to images, the method comprising:
inputting a query object;
deriving a representation of the query object;
comparing the query representation with a plurality of representations of objects in images; and
selecting and displaying those objects in images for which the representations indicate a degree of similarity to the query;
wherein the representations of objects in images are quantised co-ordinate values of peaks of a curvature scale space (CSS) representation of the shape of the object, and
wherein the peaks of the CSS representation are ordered in decreasing order of the peak height component values and the quantisation range for a peak height component value is based on the value of the preceding peak height value.
2. The method of claim 1 wherein the query is compared with stored representations of objects in images and/or representations of objects in stored images.
3. The method of claim 1 wherein the representation of the query object and/or the representation of an object in an image to be compared is derived by the steps of:
deriving a CSS representation of the shape of the object;
quantising the co-ordinate values of the peaks of the CSS representation to derive a coded representation of the shape;
ordering the peaks of the CSS representation in decreasing order of the peak height component values, wherein the quantisation range for a peak height component value is based on the value of the preceding peak height component value.
4. The method of claim 1 wherein the number of bits allocated to the quantised representation of a peak height component value is less than the number of bits allocated to the quantised representation of a preceding peak height component value.
5. An apparatus for searching for an object in an image by processing signals corresponding to images, comprising:
a processor configured to input a query object, derive a representation of the query object, compare the query representation with a plurality of representations of objects in images, and select those objects in images for which the representations indicate a degree of similarity to the query; and
a display for displaying those selected objects;
wherein the representations of objects in images are quantised co-ordinate values of peaks of a curvature scale space (CSS) representation of the shape of the object, and
wherein the peaks of the CSS representation are ordered in decreasing order of the peak height component values and the quantisation range for a peak height component value is based on the value of the preceding peak height value.
6. Apparatus of claim 5 further comprising a memory for storing images and/or representations of images.
7. A computer readable medium having stored thereon computer executable program for searching for an object in an image by processing signals corresponding to images, the computer program when executed causes a processor to execute steps of:
inputting a query object;
deriving a representation of the query object;
comparing the query representation with a plurality of representations of objects in images; and
selecting and displaying those objects in images for which the representations indicate a degree of similarity to the query;
wherein the representations of objects in images are quantised co-ordinate values of peaks of a curvature scale space (CSS) representation of the shape of the object, and
wherein the peaks of the CSS representation are ordered in decreasing order of the peak height component values and the quantisation range for a peak height component value is based on the value of the preceding peak height value.