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SHAKE_PROOF
手持式摄像机在使用时常常会受到使用者有意无意抖动的影响,从而影响成像效果,造成录制视频的不稳定及跳动问题,尤其是在使用者在一场景中特写或者跟踪某一具体目标时,使用者通常不能准确定位到或者估计出运动目标的位置,从而造成目标在视频中位置的不稳定,造成视频的主观效果变得不理想。
为了解决这一问题,我们需要设计一种算法来识别这种无意义的运动并设法通过补偿的方式来使得场景中的目标物体保持位置稳定的状态。
手持式摄像机捕获的视频通常都会受到抖动的影响,这严重的影响视频的主观效果。
这里提出的算法可以可靠的用于数字视频的去抖动。这个算法通过识别这些意外的抖动并且利用运动补偿的方法来获得一个较好的视频输出。
这个系统可以分为三个模块:(1)运动估计模块;(2)抖动识别模块;(3)运动补偿模块。
注:代码在matlab 7.7.0(R2008b)运行通过
[1] F Vella, A Castorina, M Mancuso. Digital image stabilization by adaptive block motion vectors filtering, IEEE Transactions on Consumer Electronics, 2002(Handheld cameras are often used by the user intentionally or unintentionally, the influence of jitter affect the imaging results, resulting in instability and beat the problem of recording video, and especially in the user in a scene close-up or tracking a specific target,users often can not accurately navigate to estimate the location of the moving target, resulting in the subjective effects of target location of the instability in the video, resulting in video not ideal.
In order to solve this problem, we need to design an algorithm to identify such a meaningless exercise and try to make the object in the scene to keep the position stable state by way of compensation.
The handheld camera captured video usually subject to the influence of jitter, the subjective effect of which seriously affect the video.
The algorithm proposed here can be reliably used for digital video to jitter. This algorithm by identifying the jitter of these accidents and the use of motion compensation m)
- 2012-05-30 12:03:28下载
- 积分:1
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image_mosaicking_SURF
说明: 采用surf算法对两幅较低重叠度的图像进行拼接(Image mosaic using surf algorithm)
- 2019-01-04 17:38:29下载
- 积分:1
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histogram.m
image processing
code for Histogram
- 2014-10-12 19:00:59下载
- 积分:1
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siftDemoV4
SIFT,即尺度不变特征变换(Scale-invariant feature transform,SIFT),是用于图像处理领域的一种描述。这种描述具有尺度不变性,可在图像中检测出关键点,是一种局部特征描述子。[1] 该方法于1999年由David Lowe[2] 首先发表于计算机视觉国际会议(International Conference on Computer Vision,ICCV),2004年再次经David Lowe整理完善后发表于International journal of computer vision(IJCV)。截止2014年8月,该论文单篇被引次数达25000余次。(SIFT, namely Scale Invariant Feature Transform (Scale-invariant feature transform, SIFT), it is a description for image processing. This description has scale invariance, can detect critical point in the image, it is a local feature descriptor. [1] The method in 1999 by David Lowe [2] First published in the International Conference on Computer Vision (International Conference on Computer Vision, ICCV), 2004 was again perfect finishing after David Lowe published in the International journal of computer vision (IJCV) . As of August 2014, the paper cited the number of times a single article of more than 25,000 times.)
- 2020-07-15 20:18:51下载
- 积分:1
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Image_fusion_splicing_GUI
图像融合拼接GUI设计,包括图像融合和图像拼接的matlab实现。(Image fusion splicing GUI design, including image fusion and image stitching matlab implementation.)
- 2017-02-11 22:08:35下载
- 积分:1
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circular-birght-target-detect
首先利用形态学开运算将图像中小于结构元素的亮点去掉,利用源图像与处理后的图像作差,对差图像进行阈值分割,得到二值图像,将二值图像中的一些干扰区域去掉,提取二值图像中的圆形区域,并在源图像上对小目标进行标记,实现对圆形亮目标的检测(Remove the area in the image smaller than structural element by morphologic open operation,receive image A,original image subtract image A,threshold segmentation for difference image,receive binary image,remove the interference region in the binary image,then extract circular area,and sign the target in the original image. Realize the circular bright target detection)
- 2014-01-10 12:46:01下载
- 积分:1
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quaternion
四元数类 matlab程序 包含四元数相关运算(quaternion class)
- 2009-03-25 22:03:57下载
- 积分:1
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EExamplesofGax
高斯平滑滤波实例,高斯滤波实质上是一种信号的滤波器,其用途是信号的平滑处理,我们知道数字图像用于后期应用,其噪声是最大的问题,,由于误差会累计传递等原因,很多图像处理教材会在很早的时候介绍Gauss滤波器,用于得到信噪比SNR较高的图像(反应真实信号)。
(Instance of the Gaussian smoothing filter, Gaussian filter is essentially a signal filter, its purpose is to smooth processing of the signal, we know that the digital image for the late application, the noise is the biggest problem, the error accumulated transfer reason, a lot of image processing textbooks will be introduced at an early Gauss filter for higher SNR of the image (real response signal).)
- 2012-06-10 16:26:45下载
- 积分:1
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peaks
利用surf1函数绘制函数图形的三维光照图形,其中图形函数表达式为peaks(Use surf1 function to draw three-dimensional graphics of functional graphics, in which the graphical function expression is peaks)
- 2017-10-01 20:43:43下载
- 积分:1
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CompressiveSensing
压缩感知compressed sensing ,剑桥大学 教授,可以用于降噪、图像处理、文件压缩等等;(Cambridge- Compressive Sensing- Theory and Application;)
- 2015-08-26 16:46:30下载
- 积分:1