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ACM Transactions on Multimedia Computing, Communications, and Applications
Association for Computing Machinery, Inc.
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1-10 of 29 reviews
Date Reviewed
Cross-modality feature learning via convolutional autoencoder
Liu X., Wang M., Zha Z., Hong R. ACM Transactions on Multimedia Computing, Communications, and Applications 15(1s): 1-20, 2019. Type: Article
This paper contributes to a hot research area that is the focus of many scientists, developers, and large corporations. The reason for the interest is that many important systems, for instance, ones for social media or data collection,...
Dec 10 2020
Game of streaming players: is consensus viable or an illusion?
Bentaleb A., Begen A., Harous S., Zimmermann R. ACM Transactions on Multimedia Computing, Communications, and Applications 15(2s): 1-30, 2019. Type: Article
It can be challenging to stream video or items that require adequate screen parameters to be displayed well, but solutions exist. Hypertext transfer protocol (HTTP) adaptive streaming (HAS) is one way to produce different versions of t...
Aug 14 2020
Dense 3D-convolutional neural network for person re-identification in videos
Liu J., Zha Z., Chen X., Wang Z., Zhang Y. ACM Transactions on Multimedia Computing, Communications, and Applications 15(1s): 1-19, 2019. Type: Article
It is well known that the current types of neural networks perform quite well in identifying faces in (still) images. But what about re-identifying moving pedestrians in non-overlapping video sequences taken from different cameras?...
Apr 19 2019
A discriminatively learned CNN embedding for person reidentification
Zheng Z., Zheng L., Yang Y. ACM Transactions on Multimedia Computing, Communications, and Applications 14(1): 1-20, 2017. Type: Article
For knowing whether the same person appears in two images (reidentification), one can either use identification models (that is, classifying the person to its identity) or verification models (that is, classifying whether both the imag...
May 4 2018
Deep learning for mobile multimedia: a survey
Ota K., Dao M., Mezaris V., De Natale F. ACM Transactions on Multimedia Computing, Communications, and Applications 13(3s): 1-22, 2017. Type: Article
Deep learning architectures, tools, and algorithms are, in general, not adapted to the storage and computation resources of a mobile device. Thus, one needs better hardware for mobile devices and smaller footprints for learning and inf...
Jan 29 2018
Generalized deep transfer networks for knowledge propagation in heterogeneous domains
Tang J., Shu X., Li Z., Qi G., Wang J. ACM Transactions on Multimedia Computing, Communications, and Applications 12(4s): 1-22, 2016. Type: Article
This paper is about the transfer of learning knowledge from one domain to another domain. Specifically, the paper considers knowledge transfer from textual domains to image domains. Input consists of some tagged images and their corres...
Mar 7 2017
Intercrossed access controls for secure financial services on multimedia big data in cloud systems
Li Y., Gai K., Ming Z., Zhao H., Qiu M. ACM Transactions on Multimedia Computing, Communications, and Applications 12(4s): 1-18, 2016. Type: Article
Supposedly this paper is about financial and cloud security, but I could not find much about these aspects in the authors’ model. Their security architecture, presented in a figure, considers only authentication, and there is...
Oct 26 2016
SAfeDJ: a crowd-cloud codesign approach to situation-aware music delivery for drivers
Hu X., Deng J., Zhao J., Hu W., Ngai E., Wang R., Shen J., Liang M., Li X., Leung V., Kwok Y. ACM Transactions on Multimedia Computing, Communications, and Applications 12(1s): 1-24, 2015. Type: Article
Hu et al. describe a music recommendation system for drivers based on the driver’s social condition and fatigue level and the road condition. It uses a smartphone for local calculation and the cloud for heavy recommendation c...
May 10 2016
Opinion question answering by sentiment clip localization
Pang L., Ngo C. ACM Transactions on Multimedia Computing, Communications, and Applications 12(2): 1-19, 2015. Type: Article
This application of artificial intelligence (AI) demonstrates two things: the astonishing types of questions algorithms can answer today, and (implicitly) what challenges and limitations we currently still face despite the current rene...
Apr 12 2016
Accessing tape music documents on mobile devices
Canazza S., Fantozzi C., Pretto N. ACM Transactions on Multimedia Computing, Communications, and Applications 12(1s): 1-20, 2015. Type: Article
Canazza, Fantozzi, and Pretto present a methodology to access digitized copies of tape music using mobile devices. The aim is to gather and include the notes, history, and other ancillary information made available by the original musi...
Feb 2 2016
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