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An algorithm dedicated to binary image lossless compression is proposed. It uses the move-to-front transform associated to the two-role and the arithmetic encoders. Obtained results, when applying the technique on the benchmark CCITT test images, demonstrate clearly its effectiveness. Therefore, an average bit rate of 0.06 per pixel is achieved.