Image Enhancement Based on Dual-Channel Prior and Illumination Map Guided Filtering

Xinyu Zhao; Fuzhen Huang

doi:10.3788/LOP202158.0810001

[1] Su C, Bi G L, Jin L X et al. Dehazing algorithm based on dark-channel image centroid offset[J]. Acta Optica Sinica, 39, 0533001(2019).

[2] Zhu Y L, Huang C. An adaptive histogram equalization algorithm on the image gray level mapping[J]. Physics Procedia, 25, 601-608(2012).

[3] Vickers V E. Plateau equalization algorithm for real-time display of high-quality infrared imagery[J]. Optical Engineering, 35, 1921-1926(1996). http://adsabs.harvard.edu/abs/1996OptEn..35.1921V

[4] Wang B J, Liu S Q, Zhou H X et al. Self-adaptive contrast enhancement algorithm for infrared images based on plateau histogram[J]. Acta Photonica Sinica, 34, 299-301(2005).

[5] Kuang H L, Chen L, Gu F et al. Combining region-of-interest extraction and image enhancement for nighttime vehicle detection[J]. IEEE Intelligent Systems, 31, 57-65(2016).

[6] Chang J, Bai J H. An Image enhancement algorithm based on Gaussian weighted bilateral filtering and retinex theory[C]. //2015 8th International Congress on Image and Signal Processing (CISP), October 14-16, 2015, Shenyang, China. New York: IEEE, 257-262(2015).

[7] Zhang J, Zhou P C, Xue M G. Low-light image enhancement based on directional total variation retinex[J]. Journal of Computer-Aided Design & Computer Graphics, 30, 1943-1953(2018).

[8] Wu R Y, Wang D X, Yuan H C. Low-light image enhancement based on attention mechanism and convolutional neural networks[J]. Laser and Optoelectronics Progress, 57, 201022(2020).

[9] Huang H, Tao H J, Wang H F. Low-illumination image enhancement using a conditional generative adversarial network[J]. Journal of Image and Graphics, 24, 2149-2158(2019).

[10] Dong X, Wang G, Pang Y et al. Fast efficient algorithm for enhancement of low lighting video[C]. //2011 IEEE International Conference on Multimedia and Expo, July 11-15, 2011, Barcelona, Spain. New York: IEEE, 1-6(2011).

[11] He K M, Sun J, Tang X O. Single image haze removal using dark channel prior[C]. //2009 IEEE Conference on Computer Vision and Pattern Recognition, June 20-25, 2009, Miami, FL, USA. New York: IEEE, 1956-1963(2009).

[12] Liu F, Wang X J, Yu B et al. Low lighting video enhancement algorithm based on dark channel prior[J]. Computer Systems & Applications, 28, 165-171(2019).

[13] Liu K, Li X J. De-hazing and enhancement methods for underwater and low-light images[J]. Acta Optica Sinica, 40, 1910003(2020).

[14] Niu S, Shang Y Y, Ding H et al. Low illumination image enhancement algorithm based on luminance transmission map[J]. Computer Applications and Software, 33, 168-171(2016).

[15] Chen Y, Lu C T. Single image dehazing based on superpixel segmentation combined with dark-bright channels[J]. Laser & Optoelectronics Progress, 57, 161023(2020).

[16] Hu Y B, Tang C, Tao S. Enhancement of optical interferometry fringe patterns based on multiscale retinex algorithm[J]. Laser & Optoelectronics Progress, 56, 241006(2019).

[17] Yan Y Y, Ren W Q, Guo Y F et al. Image deblurring via extreme channels prior[C]. //2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA. New York: IEEE, 6978-6986(2017).

[18] He K M, Sun J, Tang X O. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1397-1409(2013).

[19] Kou F, Chen W H, Wen C Y et al. Gradient domain guided image filtering[J]. IEEE Transactions on Image Processing, 24, 4528-4539(2015). http://www.ncbi.nlm.nih.gov/pubmed/26285153

[20] Shi Z H, Zhu M M, Guo B et al. Nighttime low illumination image enhancement with single image using bright/dark channel prior[J]. EURASIP Journal on Image and Video Processing, 2018, 1-15(2018). http://www.biomedcentral.com/openurl?doi=10.1186/s13640-018-0251-4

[21] Dabov K, Foi A, Katkovnik V et al. Image denoising by sparse 3-D transform-domain collaborative filtering[J]. IEEE Transactions on Image Processing, 16, 2080-2095(2007). http://ieeexplore.ieee.org/document/4271520

[22] Guo X J, Li Y, Ling H B. LIME: low-light image enhancement via illumination map estimation[J]. IEEE Transactions on Image Processing, 26, 982-993(2017). http://www.ncbi.nlm.nih.gov/pubmed/27992340

[23] Li G F, Li G J, Han G L et al. Illumination compensation using Retinex model based on bright channel prior[J]. Optics and Precision Engineering, 26, 1191-1200(2018).