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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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jsteg
Jsteg算法实现基于JPEG图像的信息隐藏(Jsteg algorithm information hiding based on JPEG image)
- 2021-05-13 20:30:02下载
- 积分:1
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08860
应用到了操作系统界面功能支持库和图像格式转换支持库,在截取窗口位置时调用了API函数,大家做屏幕截图时可以参考下本例程中的代码。(Applied to the operating system interface features support libraries and image format conversion support library , in the interception of the window position API function calls , you can refer to the code in this routine when we do screenshots .)
- 2016-07-11 10:18:44下载
- 积分:1
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压缩感知程序
压缩感知中稀疏分解算法的正交匹配追踪算法OMP(An orthogonal matching pursuit algorithm for compressed sensing OMP)
- 2017-10-11 14:45:30下载
- 积分:1
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3.14 基于帧间差分法的运动目标检测
说明: 使用目标检测的基本常用算法的帧间差分法来对视频中的运动目标进行检测(moving object detection)
- 2020-03-22 13:30:15下载
- 积分:1
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zoom
灰度双线性插值,缩放图像。可以对图像进行几乎无损的小倍数放大,倍数大时有损。(Gray bilinear interpolation, zooming the image. Can be almost non-destructive image to enlarge small multiples, multiples of large detrimental.)
- 2008-01-09 02:27:47下载
- 积分:1
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Huffman
huffman编码
基于对BMP格式图像的编码!
具体你们自己看看!(Huffman code)
- 2010-07-13 14:11:25下载
- 积分:1
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123
说明: 图像颜色分量提取,矿石图像识别,亲测可用。(Image color component extraction and ore image recognition)
- 2019-11-05 16:12:21下载
- 积分:1
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实现画矩形、椭圆和随手画功能
由VC实现画矩形、椭圆和随手画功能,对图像处理人员会有帮助(paintings by VC rectangular, oval and hand painting functions, image processing staff to be helpful)
- 2005-06-28 00:40:48下载
- 积分:1
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图像空域增强处理
说明: 思想:把原始图的直方图变换为均匀分布的形式,这样就增加了灰度值的动态
范围从而达到增强图像整体对比度的效果。其优点是能自动地增强整个 图像的对比度。
1、对灰度图像进行直方图的均衡化处理,达到图像增强的目的。
2、利用平均滤波和中值滤波对图像进行平滑滤波。
3、利用拉普拉斯运算对图像进行锐化滤波。(Idea: transform the histogram of the original image into the form of uniform distribution, so as to increase the dynamic gray value
Range to enhance the overall contrast of the image. Its advantage is that it can automatically enhance the contrast of the whole image.
1. The gray image is processed by histogram equalization to achieve the purpose of image enhancement.
2. Average filter and median filter are used to smooth the image.
3. Using Laplace operation to sharpen the image.)
- 2019-11-13 16:49:49下载
- 积分:1