By Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu
The two-volume lawsuits LNCS 9314 and 9315, represent the complaints of the 16th Pacific-Rim convention on Multimedia, PCM 2015, held in Gwangju, South Korea, in September 2015.
The overall of 138 complete and 32 brief papers awarded in those complaints was once rigorously reviewed and chosen from 224 submissions. The papers have been prepared in topical sections named: photo and audio processing; multimedia content material research; multimedia purposes and companies; video coding and processing; multimedia illustration studying; visible knowing and popularity on colossal facts; coding and reconstruction of multimedia info with spatial-temporal details; 3D image/video processing and purposes; video/image caliber evaluate and processing; social media computing; human motion popularity in social robotics and video surveillance; contemporary advances in image/video processing; new media illustration and transmission applied sciences for rising UHD providers.
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Additional resources for Advances in Multimedia Information Processing – PCM 2015: 16th Pacific-Rim Conference on Multimedia Gwangju, South Korea, September 16–18, 2015, Proceedings, Part II
From formulation (4) and (5), we can obviously ﬁnd that S is usually smaller than L, which is rational in reality. The new method obtains label space by propagation which is using the continuous property of neighbours’ labels. GC Settings Data Term. To measure photo-consistencies, we use a data term that was recently proposed by . In the term, we use the 3D model to represent disparity. A pixels disparity di can be represented as di = ai x+bi y +ci . Therefore, the objective of ﬁnding the best disparity for each pixel is to search its disparity plane fp = (ai , bi , ci ) ∈ R3 .
Graph Cuts Stereo Matching Based on Patch-Match 23 References 1. : The generalized patchmatch correspondence algorithm. , Paragios, N. ) ECCV 2010, Part III. LNCS, vol. 6313, pp. 29–43. Springer, Heidelberg (2010) 2. : PMBP: patchmatch belief propagation for correspondence ﬁeld estimation. Int. J. Comput. Vis. 110, 1–12 (2013) 3. : Patchmatch stereo-stereo matching with slanted support windows. In: BMVC, vol. 11, pp. 1–11 (2011) 4. : An experimental comparison of min-cut/max-ﬂow algorithms for energy minimization in vision.
In addition, our algorithm gets best results on the Venus, Teddy and Cones datasets. We are closely compare our method to the related methods GC-LSL  and PMBP . From the Table 1, we can see that our results achieve better accuracy compared to GC-LSL and PMBP on the four datatasets on threshold 1. 75, our algorithm can also obtain better results on the last three datasets(Venus, Teddy, Cones) than the others(The results can be seen on supplement materials). Because of our GCPs constraint term, low texture regions obtain guided information when they are ﬁnding matching pixels.
Advances in Multimedia Information Processing – PCM 2015: 16th Pacific-Rim Conference on Multimedia Gwangju, South Korea, September 16–18, 2015, Proceedings, Part II by Yo-Sung Ho, Jitao Sang, Yong Man Ro, Junmo Kim, Fei Wu