local binary pattern Archives — MATLAB Number ONE https://matlab1.com/product-tag/local-binary-pattern/ MATLAB Simulink | Tutorial | Code | Project Fri, 03 Dec 2021 06:42:24 +0000 en-GB hourly 1 https://matlab1.com/wp-content/uploads/2018/08/icon1-100x100.png local binary pattern Archives — MATLAB Number ONE https://matlab1.com/product-tag/local-binary-pattern/ 32 32 MATLAB code for computation the LBP-TOP features for a video sequence https://matlab1.com/shop/matlab-code/matlab-code-for-computation-the-lbp-top-features-for-a-video-sequence/ https://matlab1.com/shop/matlab-code/matlab-code-for-computation-the-lbp-top-features-for-a-video-sequence/#respond Mon, 21 May 2018 09:12:45 +0000 https://matlab1.com/?post_type=product&p=5386 Running this funciton each time to compute the LBP-TOP distribution of one video sequence.     reference :  Guoying Zhao, Matti Pietikainen, “Dynamic texture recognition using local binary patterns with an application to facial expressions,” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007, 29(6):915-928. MATLAB implementation of accumulator-based raw disparity computation Practical Considerations in Computational Sensing […]

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]]> https://matlab1.com/shop/matlab-code/matlab-code-for-computation-the-lbp-top-features-for-a-video-sequence/feed/ 0 Local Binary Pattern Segmentation Algorithm https://matlab1.com/shop/matlab-code/local-binary-pattern-segmentation-algorithm/ https://matlab1.com/shop/matlab-code/local-binary-pattern-segmentation-algorithm/#respond Wed, 09 May 2018 05:46:29 +0000 https://matlab1.com/?post_type=product&p=5174 Local Binary Pattern (LBP) [3], [4], which has been used successfully to identify textures in faces and even in some EM images. To calculate LBP, a set of 8 pixels around a reference pixel is chosen, and the grayscale intensity of these pixels is compared to the reference pixel. The intensity of each of these 8 pixels can either be […]

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]]> https://matlab1.com/shop/matlab-code/local-binary-pattern-segmentation-algorithm/feed/ 0 Monogenic-LBP: A new approach for rotation invariant texture classification https://matlab1.com/shop/matlab-code/monogenic-lbp-a-new-approach-for-rotation-invariant-texture-classification/ https://matlab1.com/shop/matlab-code/monogenic-lbp-a-new-approach-for-rotation-invariant-texture-classification/#respond Thu, 19 Apr 2018 13:15:18 +0000 https://matlab1.com/?post_type=product&p=5079 We present a novel training free rotation invariant texture classification method, namely M-LBP. It combines two rotation invariant measures, the local phase and the local surface type extracted by the 1st- and 2nd-order Riesz transforms, with the traditional uniform LBP operator.  Experimental results validate that M-LBP can achieve higher classification accuracy than the other methods evaluated, especially in the cases when […]

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]]> https://matlab1.com/shop/matlab-code/monogenic-lbp-a-new-approach-for-rotation-invariant-texture-classification/feed/ 0 Robust object tracking using joint color-texture histogram https://matlab1.com/shop/matlab-code/robust-object-tracking-using-joint-color-texture-histogram/ https://matlab1.com/shop/matlab-code/robust-object-tracking-using-joint-color-texture-histogram/#respond Mon, 16 Apr 2018 13:32:18 +0000 https://matlab1.com/?post_type=product&p=5020 LBP operator is an effective tool to measure the spatial structure of local image texture. To reduce the computational cost and improve the robustness of target representation, we proposed a joint color and LBP texture based mean shift tracking algorithm in this paper. A mask of the target is formed based on its five major uniform LBPriu2 8,1 texture patterns […]

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