Fast Parallel Approach for 2-D DHT-Based Real-Valued Discrete Gabor Transform
Two-dimensional fast Gabor transform algorithms are useful for real-time applications due to the high computational complexity of the traditional 2-D complex-valued discrete Gabor transform (CDGT). This paper presents two block time-recursive algorithms for 2-D DHT-based real-valued discrete Gabor transform (RDGT) and its inverse transform and develops a fast parallel approach for the implementation of the two algorithms. The computational complexity of the proposed parallel approach is analyzed and compared with that of the existing 2-D CDGT algorithms. The results indicate that the proposed parallel approach is attractive for real time image processing.
complex-valued discrete gabor transform (cdgt) time-recursive algorithm real-valued discrete gabor transform (rdgt) discrete hartley transform (dht) parallel lattice structure