Bing Mu, Wen-dong Li, Kai Cheng, Ming-ming Ding, Zheng Sun, Lihui Ren, Xing-hua Ci
Proceedings Volume 2009 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Process Technology, 75132F (2009) https://doi.org/10.1117/12.838180
It is difficult in the description of rock cuttings' lithology category with a traditional manual method since PDC bits have
been widely used in the process of drilling. To recognize the tiny cuttings' lithology category effectively, a digital
compact system based on high-resolution color linear CCD and microphotography is established and introduced in this
paper. The system is mainly constructed by high resolution color linear CCD, micro lens, white LED light sources and
conveyor. The Color linear CCD with up to 4080 pixels per line combined with micro lens leads to a resultant
reproduction ratio of 1:1. It ensures that tiny cuttings' images can be captured clearly, and hence the detailed information
of cuttings' color and texture can be obtained. With the linear scanning, we can get images with both high-resolution
and larger field of view than array CCD. Optimal parameter configuration is determined by the experiments of hardware
control program and optical parameter adjustment. The software to recognize cuttings' lithology category is developed
by extracting multi-character values from the image information and by using the LIBSVM classifier. With the optimal
parameter configuration and the developed recognition software, the cuttings' lithology category has been well described
with a average recognition rate about 95% for mudstones and about 90% for sandstones, which proves that the cuttings'
images captured by the high-resolution linear CCD meet the requirement of the subsequent recognition algorithm. The
obtained results show that the digital compact system is greatly potential to be used in oil field logging.