IEEE Trans Image Process - Constant time joint bilateral filtering using joint integral histograms.

Tópicos

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Resumo

In this brief, we present a constant time method for the joint bilateral filtering. First, we propose an image data structure, coined as joint integral histograms (JIHs). Extending the classic integral images and the integral histograms, it represents the global information of two correlated images. In a JIH, the value at each bin indicates an integral determined by the two images. Then, the joint bilateral filtering is transformed to computation and manipulation of histograms. Utilizing the JIHs, we are capable of joint bilateral filtering in constant time. Its performance is validated in a digital photography approach using Flash-noFlash image pairs. Compared with the brute-force method, the proposed method achieves a speedup factor of 2-3 orders of magnitude while producing similar filtering results.

Resumo Limpo

brief present constant time method joint bilater filter first propos imag data structur coin joint integr histogram jih extend classic integr imag integr histogram repres global inform two correl imag jih valu bin indic integr determin two imag joint bilater filter transform comput manipul histogram util jih capabl joint bilater filter constant time perform valid digit photographi approach use flashnoflash imag pair compar bruteforc method propos method achiev speedup factor order magnitud produc similar filter result

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