JPEG 2000: Image Compression Fundamentals, Standards and Practice
JPEG 2000: Image Compression Fundamentals, Standards and Practice
Parallel JPEG2000 Image Coding on Multiprocessors
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Motion JPEG2000 for high quality video systems
IEEE Transactions on Consumer Electronics
Improving the memory behavior of vertical filtering in the discrete wavelet transform
Proceedings of the 3rd conference on Computing frontiers
Real-time scalable video codec implementation for surveillance
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
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This paper presents a real-time implementation of Motion-JPEG2000 encoder using a fixed-point DSP chip. Among several modules in JPEG2000 encoder, the lifting algorithm for discrete wavelet transform (DWT) and the embedded block coding with optimized truncation (EBCOT) comprise more than 85% of the encoding complexity. Thus, it is very important to design and optimize these two modules in order to increase the performance of the hardware implementation. First we propose an overlapped block transferring (OBT) method that can significantly improve the performance of the lifting algorithm for DWT by increasing the cache hit rate. We show that the execution time of the lifting scheme can be further reduced by programming the DSP software using the single instruction multiple data (SIMD) instructions and the super scalar pipeline structure. Moreover, we introduce a parallel-pass method for fast implementation of EBCOT. This method reduces the processing time of EBCOT by processing the three coding passes of the same bit-plane in parallel. Experimental results show that our developed Motion-JPEG2000 DSP system meets the common requirement of the real-time video coding [30 frames/s (fps)] and is proven to be a practical and efficient DSP solution.