A block based implementation of a digital color copier algorithm on TMS 320C64x, VLIW DSP, is conducted in order to reduce the overhead of memory accesses. We developed two strategies, one is the whole block caching and the other is the partial block progressive caching methods. The former chooses a block size that can be fully accommodated by the L1 data cache so that no conflict or capacitive cache miss occurs, while the latter keeps the data only needed for processing a single or dual lines of the output image for maximizing the line-length. It is shown that the blocking reduces the cache misses but increases the overhead of software pipelining because of the reduced loop lengths. The implementation results showing the respective overheads, such as cache misses, software pipelining, and DMA, are presented to guide the optimum block size selection.