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Domain-Size Pooling in Local Descriptors: DSP-SIFT.
IEEE Conference on Computer Vision and Pattern Recognition, (2015)
We introduce a simple modification of local image descriptors, such as SIFT, based on pooling gradient orientations across different domain sizes, in addition to spatial locations. The resulting descriptor, which we call DSP-SIFT, outperforms other methods in wide-baseline matching benchmarks, including those based on convolutional neural...More
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