Title :
Realization of Balanced Contrast Limited Adaptive Histogram Equalization (B-CLAHE) for Adaptive Dynamic Range Compression of real time medical images
Author :
Khan, Raees ; Talha, M. ; Khattak, A.S. ; Qasim, M.
Author_Institution :
Centres of Excellence in Sci. & Appl. Technol. (CESAT), Islamabad, Pakistan
Abstract :
Medical devices these days come with very high dynamic range outputs to diagnose various diseases. This high dynamic range images should not only be compressed but also the contrast of the image must be enhanced to preserve the details on common display devices. Such algorithms are usually run off-line on images due to the high cost of implementation. This paper looks into the implementation of Balanced Contrast Limited Adaptive Histogram Equalization (BCLAHE) for Adaptive Dynamic Range Compression (ADRC) of real time medical images. This method is specifically targeted at situations where continuous exposure is required. For example in X-ray, CT-Scan or IR imaging, the real time video of the target is observed until the region of interest (ROI) is identified. The proposed implementation scheme is tested and has shown good results in terms of latency and perceptibility of minute details.
Keywords :
computerised tomography; diseases; infrared imaging; medical image processing; patient diagnosis; ADRC; B-CLAHE; BCLAHE; CT-Scan; IR imaging; ROI; X-ray; adaptive dynamic range compression; balanced contrast limited adaptive histogram equalization; compressed image; disease diagnosis; high dynamic range images; medical devices; real time medical images; real time video; region of interest; very high dynamic range outputs; Field programmable gate arrays; Histograms; Imaging; Interpolation; Random access memory; Adaptive Dynamic Range Compression (ADRC); Adaptive Histogram Equalization (AHE); Hardware Realization; medical imaging;
Conference_Titel :
Applied Sciences and Technology (IBCAST), 2013 10th International Bhurban Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4673-4425-8
DOI :
10.1109/IBCAST.2013.6512142