By Wei Tsang Ooi, Cees G.M. Snoek, Hung Khoon Tan, Chin Kuan Ho, Benoit Huet, Chong-Wah Ngo
This e-book constitutes the refereed lawsuits of the fifteenth Pacific Rim convention on Multimedia, PCM 2014, held in Kuching, Malaysia, in December 2014. The 35 revised complete papers and six brief papers offered have been conscientiously reviewed and chosen from eighty four submissions. The papers hide a variety of issues within the sector of multimedia content material research, multimedia sign processing and communications, and multimedia purposes and prone. they've been prepared into topical sections on video coding, annotation, picture and picture, purposes, humans, picture research and processing less than additional support, nearest neighbor, neural networks, and audio. additionally incorporated are sections with top papers and posters and demonstrations.
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This ebook constitutes the refereed complaints of workshops, held on the thirty third overseas convention on Conceptual Modeling, ER 2014, in Atlanta, GA, united states in October 2014. The 24 revised complete and six brief papers have been conscientiously reviewed and chosen out of fifty nine submissions and are provided including four demonstrations.
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Additional resources for Advances in Multimedia Information Processing – PCM 2014: 15th Pacific-Rim Conference on Multimedia, Kuching, Malaysia, December 1-4, 2014, Proceedings
The vocabulary consists of 107 dev tags for which we have access to a ground truth set of 1,000 images, and 100 novel tags with no ground truth available. The 107 dev tags as Vseen : aerial airplane baby beach bicycle bird boat book bottle bridge building bus car cartoon castle cat chair child church cityscape closeup cloud cloudless coast countryside daytime desert diagram dog drink drum elder embroidery female ﬁre ﬁrework ﬁsh ﬂower fog food footwear forest furniture garden grass guitar harbor hat helicopter highway horse indoor instrument lake lightning logo male monument moon motorcycle mountain newspaper nighttime outdoor overcast painting park person phone plant portrait poster protest rain rainbow reﬂection river road sand sculpture sea shadow sign silhouette sky smoke snow soil space spectacle sport sun sunset table teenager toy traﬃc train tree tricycle truck underwater unpaved vehicle violin wagon water The 100 novel tags as Vnovel : antelope apple arthropod asparagus avocado banana bear berry blood branch bread broccoli buﬀalo butterﬂy camel canidae captive carrot cauliﬂower cervidae cheese cheetah chimpanzee corn crocodile cucumber donkey egg eggplant elephant equidae felidae ﬂamingo fox fried fruit galaxy giraﬀe gorilla grape hippopotamus human hunting kangaroo knife koala leaf leopard lettuce lion mammal marsupial meat monkey mud mushroom nebula onion orange ostrich pan pasta pear penguin pig pineapple pinniped pool potato pumpkin rabbit raccoon reptile rhino rice riﬂe roasted rock rodent sausage soup spider spoon squirrel strawberry submarine tiger tomato trunk tuber turtle vegetable walrus warthog watermelon wild wolf yam zebra zoo 20 X.
Moreover, an iterative optimization framework is further proposed to improve the accuracy of the separation of specular-map from input image. 2 Color Constancy In this section, we will firstly introduce the image representation in dichromatic model, the traditional edge-based color constancy methods, and the separation method of specular and diffuse reflection. These methods provide a base of the work of this paper. 1 Dichromatic Reflection Model The dichromatic reflection model states that reflection of object surfaces can be modeled as a linear combination of diffuse and specular reflections .
Next, we evaluated the precision rate of the selected food photos in the each steps regarding the top five foods and two sub-categories of “ramen noodle” and “curry”. Table 3 shows the results in case of four types of the combinations of the three kinds of the selection methods, (1) only keywords, (1)+(2) keywords and foodness classifier (FC), (1)+(3) keywords and individual food classifier(IFC), and (1)+(2)+(3) keywords, FC and IFC. Note that this evaluation was done for the 300 random-sampled photos for each cell in the table.
Advances in Multimedia Information Processing – PCM 2014: 15th Pacific-Rim Conference on Multimedia, Kuching, Malaysia, December 1-4, 2014, Proceedings by Wei Tsang Ooi, Cees G.M. Snoek, Hung Khoon Tan, Chin Kuan Ho, Benoit Huet, Chong-Wah Ngo