Dept. of Electron. Eng., Hong Kong Polytech. Univ., Kowloon.
IEEE Trans Image Process. 1997;6(5):758-63. doi: 10.1109/83.568933.
Three-dimensional discrete cosine transform (3-D DCT) coding has the advantage of reducing the interframe redundancy among a number of consecutive frames, while the motion compensation technique can only reduce the redundancy of at most two frames. However, the performance of the 3-D DCT coding will be degraded for complex scenes with a greater amount of motion. This paper presents a 3-D DCT coding with a variable temporal length that is determined by the scene change detector. Our idea is to let the motion activity in each block be very low, while the efficiency of the 3-D DCT coding could be increased. Experimental results show that this technique is indeed very efficient. The present approach has substantial improvement over the conventional fixed-length 3-D DCT coding and is also better than that of the Moving Picture Expert Group (MPEG) coding.
三维离散余弦变换(3-D DCT)编码具有减少多个连续帧之间帧间冗余的优点,而运动补偿技术最多只能减少两个帧的冗余。然而,对于运动较多的复杂场景,3-D DCT 编码的性能会下降。本文提出了一种基于场景变化检测器的可变时间长度的 3-D DCT 编码。我们的想法是让每个块中的运动活动非常低,同时提高 3-D DCT 编码的效率。实验结果表明,该技术确实非常有效。与传统的固定长度 3-D DCT 编码相比,该方法有了显著的改进,并且优于运动图像专家组(MPEG)编码。