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Grid Seams: A fast superpixel algorithm for real-time applications

Overall architecture of the Grid Seams approachGrid Seams is a novel seam carving approach to superpixel generation that preserves image structure information while enforcing a global spatial constraint in the form of a grid structure cost. The seam based approach allows us to obtain superpixels faster than all existing methods while maintaining a high image representation accuracy. Furthermore, our approach allows us to easily incorporate not only structural information but other useful image properties such as texture.

Files

GridSeam.zip.zip

Related people

Directors

Alexander Wong

Alumni

Parthipan Siva

Related research areas

Computer Vision

Image Segmentation/Classification