-
base-paper2
Abstract—A novel algorithm to remove rain or snow streaks
a video sequence using temporal correlation and low-rank
matrix completion is proposed in this paper. Based on the
observation that rain streaks are too small and move too fast
to affect the optical flow estimation between consecutive frames,
we obtain an initial rain map by subtracting temporally warped
frames a current frame. Then, we decompose the initial
rain map into basis vectors based on the sparse representation,
and classify those basis vectors into rain streak ones and outliers
with a support vector machine. We then refine the rain map
by excluding the outliers. Finally, we remove the detected rain
streaks by employing a low-rank matrix completion technique.
Furthermore, we extend the proposed algorithm to stereo video
deraining. Experimental results demonstrate that the proposed
algorithm detects and removes rain or snow streaks efficiently,
outperforming conventional algorithms.
- 2015-07-21 11:46:13下载
- 积分:1
-
fh_spr
跳频扩频通信系统的主要仿真程序,包括扩频,测试和演示(The main frequency hopping spread spectrum communication system simulation program, including spread spectrum, testing and demonstration)
- 2010-06-07 09:29:15下载
- 积分:1
-
histogram-of-each-part-from-RGB-image
histogram of each part from RGB image
- 2013-09-20 09:20:30下载
- 积分:1
-
getElementById01
get Element By Id01 extends D O M Test Case Source Code for Andriod.
- 2013-12-16 16:05:07下载
- 积分:1
-
leach
leach matlab code for wireless sensor networks
- 2014-01-20 16:23:34下载
- 积分:1
-
MATLABzuixiaoercheng
用MATLAB实现了最小二乘法,并有较为详尽的注释,望各位赐教(Implemented with MATLAB least squares method, and have more detailed comments, hope you can enlighten)
- 2010-05-10 16:24:40下载
- 积分:1
-
introduction
hiding bit in digital image
- 2011-05-16 17:54:59下载
- 积分:1
-
pca
PCA算法在matlab上的实现,包括特征向量提取,降维和数据重构(PCA algorithm)
- 2014-12-10 16:02:52下载
- 积分:1
-
Arithmetic
MATLAB算法实现,有很多源程序,有很大的实际用处(MATLAB algorithm implementation, there is a lot of source code, there is a lot of practical usefulness)
- 2009-03-26 11:08:41下载
- 积分:1
-
libMyAdd
matlab编译的dll文件案例,文件内容为a+b=c(failed to translate)
- 2011-11-04 16:31:25下载
- 积分:1