HE Bai-gen, LIU Jian, MA Tian-wei. Real-Time Image Defogging and Enhanced System Designed Based on DSP+FPGA[J]. , 2013,28(6): 968-972 DOI: 10.3788/YJYXS20132806.0968.
Real-Time Image Defogging and Enhanced System Designed Based on DSP+FPGA
image has brought great convenience to our daily life. However
due to haze and poor light environment impacts
actual image usually have blurred clarity and other issues. Currently
image defog and enhance processing is mostly in hindsight
it is difficult to meet the requirements for tracking and other high real-time requirements applications. To solve this problem
a real-time image defogging and enhancement system is designed based on DSP+FPGA. This paper collects the DSP's large-scale data processing capability and FPGA's high real-time advantage
and skillfully transplant the improved "Dark channel" principle algorithm. This real-time image defogging and enhancement systems has applied in practical projects
and effectively meets the requirements of real-time processing. Experimental results show that this system works stably and effectively
solves the problem caused by haze and insufficient light perfectly.
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Narasimhan S G, Nayar S K. Vision and the Atmosphere [J]. Computer Vision, 2002,48:233-254.[2] Narasimhan S G, Nayar S K. Contrast Restoration of Weather Degraded Images [J].Pattern Analysis and Machine Intelligence,2003,25(6):713-724.[3] He Kaiming, Sun Jian, Tang Xiaoou. Single image haze removal using dark channel prior [J]. IEEE Transactions on Pattern Analysis and Machine ntelligence,2011,33(12):2341-2353.[4] 来彦栋.单幅图像雾霾去除算法研究[D].成都:电子科技大学硕士论文,2010.[5] 吴笑天,丁兴号,吴奎.基于暗通道理论的雾天图像复原的快速算法 [J]. 长春理工大学学报(自然科学版), 2012,35(1):100-104.[6] 樊博,王延杰,孙宏海,等. FPGA实现高速实时多端口图像处理系统的研究 [J]. 液晶与显示, 2013, 28(4):620-625[7] Shwartz S, Namer E, Schechner Y Y. Blind haze separation [J].Proceedings of IEEE CVPR, 2006,2(1):1984-1991.[8] 尹传历,王啸哲. 机载嵌入式图像增强系统设计与实现 [J]. 液晶与显示, 2013, 28(4):604-607.[9] Omer I, Werman M. Color lines:image specific color representation[J]. Proceeding of IEEE Computer Rision and Pattern Pecognition, 2004,2(6):946-953.[11] 尹传历,孙丽娜,韩松伟,等. 基于暗原色先验的嵌入式图像增强系统 [J]. 液晶与显示, 2011, 26(5):673-676.