Sciweavers

Share
MM
2015
ACM
24views Multimedia» more  MM 2015»
3 years 7 months ago
Learning Features from Large-Scale, Noisy and Social Image-Tag Collection
Feature representation for multimedia content is the key to the progress of many fundamental multimedia tasks. Although recent advances in deep feature learning offer a promising...
Hanwang Zhang, Xindi Shang, Huan-Bo Luan, Yang Yan...
MM
2015
ACM
11views Multimedia» more  MM 2015»
3 years 7 months ago
Human Action Recognition With Trajectory Based Covariance Descriptor In Unconstrained Videos
Human action recognition from realistic videos plays a key role in multimedia event detection and understanding. In this paper, a novel Trajectory Based Covariance (TBC) descripto...
Hanli Wang, Yun Yi, Jun Wu
MM
2015
ACM
12views Multimedia» more  MM 2015»
3 years 7 months ago
Image Popularity Prediction in Social Media Using Sentiment and Context Features
Images in social networks share different destinies: some are going to become popular while others are going to be completely unnoticed. In this paper we propose to use visual se...
Francesco Gelli, Tiberio Uricchio, Marco Bertini, ...
MM
2015
ACM
12views Multimedia» more  MM 2015»
3 years 7 months ago
The fertilized forests Decision Forest Library
Christoph Lassner, Rainer Lienhart
MM
2015
ACM
10views Multimedia» more  MM 2015»
3 years 7 months ago
SINGA: A Distributed Deep Learning Platform
Deep learning has shown outstanding performance in various machine learning tasks. However, the deep complex model structure and massive training data make it expensive to train. ...
Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang,...
MM
2015
ACM
5views Multimedia» more  MM 2015»
3 years 7 months ago
Modelling Human Factors in Perceptual Multimedia Quality: On The Role of Personality and Culture
Perception of multimedia quality is shaped by a rich interplay between system, context and human factors. While system and context factors are widely researched, few studies consi...
Michael James Scott, Sharath Chandra Guntuku, Huan...
MM
2015
ACM
21views Multimedia» more  MM 2015»
3 years 7 months ago
SpeakerLDA: Discovering Topics in Transcribed Multi-Speaker Audio Contents
Topic models such as Latent Dirichlet Allocation (LDA) [3] have been extensively used for characterizing text collections according to the topics discussed in documents. Organizin...
Damiano Spina, Johanne R. Trippas, Lawrence Cavedo...
MM
2015
ACM
19views Multimedia» more  MM 2015»
3 years 7 months ago
AVEC 2015: The 5th International Audio/Visual Emotion Challenge and Workshop
The fifth Audio-Visual Emotion Challenge and workshop AVEC 2015 was held in conjunction ACM Multimedia’15. Like the previous editions of AVEC, the workshop/challenge addresses ...
Fabien Ringeval, Björn W. Schuller, Michel F....
MM
2015
ACM
18views Multimedia» more  MM 2015»
3 years 7 months ago
Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation
In recent years, deep networks have been successfully applied to model image concepts and achieved competitive performance on many data sets. In spite of impressive performance, t...
Xiangbo Shu, Guo-Jun Qi, Jinhui Tang, Jingdong Wan...
MM
2015
ACM
9views Multimedia» more  MM 2015»
3 years 7 months ago
Evolution of a Tabletop Telepresence System through Art and Technology
New technologies arise in a number of ways. They may come from advances in scientific research, through new combinations of existing technologies, or by simply imagining what migh...
Tony Dunnigan, John Doherty, Daniel Avrahami, Jaco...
books