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py-faster-rcnn-master
图像检测的算法,Faster R-CNN算法,先对整张图像进行卷积计算,然后通过感兴趣区域池化层(RoI Pooling Layer)将选择性搜索算法推荐出来的候选区域和卷积网络计算出的特征映射图进行融合,得到候选区域对应的特征矢量,这种共享卷积计算的操作极大地减少了卷积计算的次数。而且这些特征矢量的维度统一,方便后续的分类工作。通过感兴趣区域池化层处理卷积特征,并将得到的特征送往两个并行计算任务进行训练,分类和定位回归。通过这些方法和改进的框架,Fast R-CNN 用更短的训练和测试时长,取得了比 R-CNN 更好的效果(Faster R-CNN algorithm first convolutes the whole image, then fuses the candidate regions recommended by the selective search algorithm and the feature mapping maps calculated by the convolution network through the RoI Pooling Layer to get the corresponding feature vectors of the candidate regions, which greatly reduces the number of convolution calculations. Moreover, the dimension of these feature vectors is unified, which facilitates the subsequent classification work. The convolution feature is processed by the pooling layer of the region of interest, and the obtained feature is sent to two parallel computing tasks for training, classification and positioning regression. Through these methods and improved framework, Fast R-CNN uses shorter training and testing time and achieves better results than R-CNN.)
- 2020-12-11 15:39:18下载
- 积分:1
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cannyedgedetection.tar
canny边缘检测的matlab实现,用到了基于Otsu算法的自适应阈值选取(canny edge detection)
- 2012-05-02 22:43:55下载
- 积分:1
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live-wire_contour_version_matlab
自己写的matlab版的live-wire算法,效率有点低,不过可用(Written in Matlab version, the live-wire algorithm, a bit low, but available)
- 2012-04-24 09:10:27下载
- 积分:1
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RingCorrection
该Matlab程序能够去除CT扫描得到的图像的环形伪影(The Matlab program is capable of removing ring artifacts from images obtained by CT scans)
- 2020-12-12 10:39:18下载
- 积分:1
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cyclostationary_toolbox
计算二维或多维循环自相关函数和自相关密度函数(Of two-dimensional or multidimensional cyclic autocorrelation function and autocorrelation function of the density)
- 2011-11-15 18:30:59下载
- 积分:1
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zhiwenfenge(matlab)
有关指纹识别预处理阶段图像分割的源程序,用matlab言语做的,很好用(The fingerprint identification preprocessing stage image segmentation of the source, using MATLAB language to do, very good use)
- 2012-05-07 10:03:45下载
- 积分:1
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fusion
图像融合的算法集锦,遥感图像的小波融合等(Image fusion algorithm Collection, remote sensing image wavelet fusion)
- 2020-12-21 19:29:07下载
- 积分:1
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msseg
meanshift track的。希望对大家有用o .(It s about meanshift program.)
- 2011-07-15 13:53:12下载
- 积分:1
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Bow-image-retrieval-master
说明: 基于BoVW的图像特征提取,以及图像检索(Image feature extraction and image retrieval based on BoVW)
- 2020-06-23 04:40:02下载
- 积分:1
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region_growing
一种图像分割算法,通过区域生长进行图像分割,所得到的区域是闭合的曲线。(An image segmentation algorithm for region growing image segmentation, the region has been closed curve.)
- 2008-05-05 12:08:12下载
- 积分:1