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We present a new image compression or intra-frame coding approach, which is based on a quadrilateral-shape polygon unit for reducing spatial redundancies. The proposed method partitions raw video frame data to quadrilateral-shape polygon unit first, and then predicts, transforms, quantizes and compresses the partitioned quadrilateral polygon. Performance evaluations have shown that the proposed method...