• Acta Photonica Sinica
  • Vol. 49, Issue 10, 1010002 (2020)
Hao-xiang LU1, Zhen-bing LIU1, Peng-yue GUO2, and Xi-peng PAN1
Author Affiliations
  • 1School of Computer and Information Security,Guilin University of Electronic Technology,Guilin,Guangxi 541004,China
  • 2School of Electronic Engineering and Automation,Guilin University of Electronic Technology,Guilin,Guangxi 541004,China
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    DOI: 10.3788/gzxb20204910.1010002 Cite this Article
    Hao-xiang LU, Zhen-bing LIU, Peng-yue GUO, Xi-peng PAN. Multi-scale Convolution Combined with Adaptive Bi-interval Equalization for Image Enhancement[J]. Acta Photonica Sinica, 2020, 49(10): 1010002 Copy Citation Text show less
    References

    [1] Jia LI, Shao-juan LI, Xiao-hu DUAN. Infrared image enhancement based on retinex and probability nonlocal means filtering. Acta Photonica Sinica, 49, 0410003(2020).

    [2] Lu JIN, Shi-jian LIU, Xiao WANG. Classification method of small sample infrared air target based on improved relation network. Acta Optica Sinica, 40, 0811005(2020).

    [3] C XIA, X LI, L ZHAO. Infrared small target detection based on multiscale local contrast measure using local energy factor. IEEE Geoscience and Remote Sensing Letters, 17, 157-161(2019).

    [4] K LI, X LI, P CHEN. High reflectivity design of the one-dimensional heterostructure photonic crystal in 3 to 5 and 8 to 12 μm infrared regions. Optical Engineering, 58, 015108(2019).

    [5] B SUBRAMANI, M VELUCHAMY. A fast and effective method for enhancement of contrast resolution properties in medical images. Multimedia Tools and Applications, 79, 7837-7855(2020).

    [6] Z SHI, Y FENG, M ZHAO. A joint deep neural networks-based method for single nighttime rainy image enhancement. Neural Computing and Applications, 32, 1913-1926(2020).

    [7] P KANDHWAY, A K BHANDARI, A SINGH. A novel reformed histogram equalization based medical image contrast enhancement using krill herd optimization. Biomedical Signal Processing and Control, 56, 101677(2020).

    [8] Ren-dong WANG, Hua LI, Kai ZHAO. Lidar location of urban dynamic dense scene based on nuclear density estimation. Acta Optica Sinica, 39, 0528003(2019).

    [9] F SAHITO, W ZHI, J AHMED. Wavelet domain residual proximity search for image detail enhancement(2020).

    [10] V MAGUDE, C G RAVICHANDRAN, P THIRUMURUGAN. Brightness preserving bi-level fuzzy histogram equalization for MRI brain image contrast enhancement, 27, 153-161(2017).

    [11] Y W TSAI, F C CHENG, S J RUAN. An efficient dynamic window size selection method for 2-D histogram construction in contextual and variational contrast enhancement. Multimedia Tools and Applications, 76, 1121-1137(2017).

    [12] M VELUCHAMY, B SUBRAMANI. Fuzzy dissimilarity color histogram equalization for contrast enhancement and color correction. Applied Soft Computing, 89, 106077(2020).

    [13] A S PARIHAR, O P VERMA. Contrast enhancement using entropy-based dynamic sub-histogram equalization. IET Image Processing, 10, 799-808(2016).

    [14] K SINGH, D K VISHWAKARMA, G S WALIA. Contrast enhancement via texture region based histogram equalization. Journal of Modern Optics, 63, 1444-1450(2016).

    [15] C Y WONG, S LIU, S C LIU. Image contrast enhancement using histogram equalization with maximum intensity coverage. Journal of Modern Optics, 63, 1618-1629(2016).

    [16] Z HUANG, T ZHANG, Q LI. Adaptive gamma correction based on cumulative histogram for enhancing near-infrared images. Infrared Physics & Technology, 79, 205-215(2016).

    [17] S K GHOSH, B BISWAS, A GHOSH. A novel approach of retinal image enhancement using PSO system and measure of fuzziness. Procedia Computer Science, 167, 1300-1311(2020).

    [18] W ZHAO, Z XU, J ZHAO. Variational infrared image enhancement based on adaptive dual-threshold gradient field equalization. Infrared Physics & Technology, 66, 152-159(2014).

    [19] S PRASATH, D N H THANH, L T THANH. Human visual system consistent model for wireless capsule endoscopy image enhancement and applications. Pattern Recognition and Image Analysis, 30, 280-287(2020).

    [20] Y WANG, Z B PAN. Image contrast enhancement using adjacent blocks based modification for local histogram equalization. Infrared Physics & Technology, 86, 59-65(2017).

    [21] N HASSAN, S ULLAH, N BHATTI. A cascaded approach for image defogging based on physical and enhancement models. Image and Video Processing, 14, 867-875(2020).

    [22] K MAYATHEVAR, M VELUCGAMY, B SUBRAMANI. Fuzzy color histogram equalization with weighted distribution for image enhancement. Optik, 216, 164927(2020).

    [23] Hui LIU, Yong HE, Bo-xia HE. Infrared target tracking algorithm based on multiple feature fusion and region of interest prediction. Acta Photonica Sinica, 48, 0710004(2019).

    [24] S B SONG, J F LIU, H Y NI. A new automatic thresholding algorithm for unimodal gray-level distribution images by using the gray gradient information. Journal of Petroleum Science and Engineering, 190, 107074(2020).

    [25] S GOPINATHAN, S YAMINI. A Study on color image enhancement technique of fusion using automated histogram specification. International Journal of Computer Applications, 182, 24-29(2019).

    [26] Lei SHEN, Jian-zhong SU, Zhao-min GUO. Design of inrared image enhancement algorithm based on unsharp mask technology. Acta Scientiarum Naturalium Universitatis Nankaiensis, 52, 31-37(2019).

    [27] S LI, W JIN, X WANG. Contrast enhancement algorithm for outdoor infrared images based on local gradient-grayscale statistical feature. IEEE Access, 6, 57341-5752(2018).

    [28] S YANG, Q SONG, X GUO. An improved contrast fusion approach in gradient domain for low light level image enhancement(2020).

    [29] A KAUR, C SINGH. Contrast enhancement for cephalometric images using wavelet-based modified adaptive histogram equalization. Applied Soft Computing, 51, 180-191(2017).

    [30] S BILEL, K MOUNIR, C F ALAYA. Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination. IEEE Transactions on Medical Imaging, 38, 33-45(2018).

    [31] M Z IQBAL, A GHAFOOR, A M SIDDIQUI. Dual-tree complex wavelet transform and SVD based medical image resolution enhancement. Signal Processing, 105, 430-437(2014).

    [32] H NAIMI, M A B H ADAMOU, M LAHCENE. Medical image denoising using dual tree complex thresholding wavelet transform and wiener filter. Journal of King Saud University Computer and Information Sciences, 27, 40-45(2015).

    [33] Y TIAN, B FAN, F WU. L2-Net: deep learning of discriminative patch descriptor in euclidean space(2017).

    [34] S LIU, Q SHI. Multitask deep learning with spectral knowledge for hyperspectral image classification. IEEE Geoscience & Remote Sensing Letters, 52, 1-5(2020).

    [35] A JAFARI, T KHALILI, E BABAEI. A hybrid optimization technique using exchange market and genetic algorithms. IEEE Access, 8, 2417-2427(2020).

    [36] O OSMAN, S SALLEM, L SOMMERVOGEL. Distributed reflectometry for soft fault identification in wired networks using neural network and genetic algorithm. IEEE Sensors Journal, 20, 4850-4858(2020).

    [37] Wen-zhen DAI, Yong YANG. Edge detection of noisy image based on improved Gauss Laplace operator. Application Research of Computers, 36, 2544-2547(2019).

    [38] Y T KIM. Contrast enhancement using brightness preserving bi-histogram equalization. IEEE Transactions on Consumer Electronics, 43, 1-8(1997).

    [39] K SINGH, D K VISHWAKARMA, G S WALIA. Contrast enhancement via texture region based histogram equalization. Journal of Modern Optics, 63, 1444-1450(2016).

    [40] C ZUO, Q CHEN. Range limited bi-histogram equalization for image contrast enhancement. Optik, 124, 425-431(2013).

    [41] A S PARIHAR, O P VERMA, C KHANNA. Fuzzy-contextual contrast enhancement. IEEE Transactions on Image Processing, 26, 1810-1819(2016).

    [42] M J WAN, G H GU, W X QIAN. Infrared image enhancement using adaptive histogram partition and brightness correction. Remote Sensing, 10, 682-716(2018).

    [43] Li-li DONG, Chang DING, Wen-hai XU. Two improved methods based on histogram equalization for image enhancement. Acta Electronica Sinica, 46, 2367-2375(2018).

    [44] C ZUO, Q CHNE, N LIU. Display and detail enhancement for high-dynamic-range infrared images. Optical Engineering, 50, 895-900(2011).

    [45] Sen LIN, Kai-chen CHI, Wen-tao LI. Underwater optical image enhancement based on dominant feature image fusion. Acta Photonica Sinica, 49, 0310003(2020).

    Hao-xiang LU, Zhen-bing LIU, Peng-yue GUO, Xi-peng PAN. Multi-scale Convolution Combined with Adaptive Bi-interval Equalization for Image Enhancement[J]. Acta Photonica Sinica, 2020, 49(10): 1010002
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