Title :
Seismic data compression using GULLOTS
Author :
Duval, Laurent C. ; Nagai, Takayuki
Author_Institution :
Technol. Dept., Inst. Francais du Petrole, Rueil-Malmaison, France
Abstract :
Previous work has shown that GenLOT coding is a very effective technique for compressing seismic data. The role of a transform in a coder is to concentrate information and reduce statistical redundancy. When used with embedded zerotree coding, GenLOTs often provide superior performance to traditional block oriented algorithms or to wavelets. In this work we investigate the use of generalized unequal length lapped orthogonal transforms (GULLOT). Their shorter bases for high-frequency components are suitable for reducing ringing artifacts in images. While GULLOTs yield comparable performance to GenLOTs on smooth seismic signals like stacked sections, they achieve improved performance on less smooth signals such as shot gathers
Keywords :
channel bank filters; data compression; geophysical signal processing; image coding; seismology; transform coding; GULLOTS; embedded zerotree coding; genLOT coding; generalized unequal length lapped orthogonal transforms; high-frequency components; ringing artifacts; seismic data compression; shot gathers; smooth seismic signals; stacked sections; statistical redundancy; Attenuation; Chromium; Data compression; Filter bank; Lapping; Low pass filters; Microwave integrated circuits; Modems; Satellites; Wavelet transforms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.941282