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MM
2015
ACM
20views Multimedia» more  MM 2015»
9 years 11 months ago
SINGA: Putting Deep Learning in the Hands of Multimedia Users
Recently, deep learning techniques have enjoyed success in various multimedia applications, such as image classification and multimodal data analysis. Two key factors behind deep...
Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang G...
MM
2015
ACM
13views Multimedia» more  MM 2015»
9 years 11 months ago
Web-based Interactive Free-Viewpoint Streaming: A framework for high quality interactive free viewpoint navigation
Recent advances in free-viewpoint rendering techniques as well as the continued improvements of the internet network infrastructure open the door for challenging new applications....
Matthias Ueberheide, Felix Klose, Tilak Varisetty,...
MM
2015
ACM
13views Multimedia» more  MM 2015»
9 years 11 months ago
Learned vs. Hand-Crafted Features for Pedestrian Gender Recognition
This paper addresses the problem of image features selection for pedestrian gender recognition. Hand-crafted features (such as HOG) are compared with learned features which are ob...
Grigory Antipov, Sid-Ahmed Berrani, Natacha Ruchau...
MM
2015
ACM
9views Multimedia» more  MM 2015»
9 years 11 months ago
Content Adaptive Representations of Omnidirectional Videos for Cinematic Virtual Reality
Cinematic virtual reality provides an immersive visual experience by presenting omnidirectional videos of real-world scenes. A key challenge is to develop efficient representatio...
Matt C. Yu, Haricharan Lakshman, Bernd Girod
MM
2015
ACM
25views Multimedia» more  MM 2015»
9 years 11 months ago
Semantic Image Search From Multiple Query Images
This paper presents a novel search paradigm that uses multiple images as input to perform semantic search of images. While earlier focuses on using single or multiple query images...
Gonzalo Vaca-Castano, Mubarak Shah
MM
2015
ACM
15views Multimedia» more  MM 2015»
9 years 11 months ago
Multi-cue Augmented Face Clustering
Face clustering is an important but challenging task since facial images always have huge variation due to change in facial expressions, head poses and partial occlusions, etc. Mo...
Chengju Zhou, Changqing Zhang, Huazhu Fu, Rui Wang...
MM
2015
ACM
6views Multimedia» more  MM 2015»
9 years 11 months ago
A Deep Siamese Network for Scene Detection in Broadcast Videos
We present a model that automatically divides broadcast videos into coherent scenes by learning a distance measure between shots. Experiments are performed to demonstrate the eff...
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
MM
2015
ACM
8views Multimedia» more  MM 2015»
9 years 11 months ago
Multimodal Dataset for Assessment of Quality of Experience in Immersive Multimedia
This paper presents a novel multimodal dataset for the analysis of Quality of Experience (QoE) in emerging immersive multimedia applications. In particular, the perceived Sense of...
Anne-Flore Nicole Marie Perrin, He Xu, Eleni Kroup...
MM
2015
ACM
18views Multimedia» more  MM 2015»
9 years 11 months ago
Single Image Spectral Reconstruction for Multimedia Applications
In this paper, we present a method which can perform spectral reconstruction and illuminant recovery from a single colour image making use of an unlabelled training set of hypersp...
Antonio Robles-Kelly
MM
2015
ACM
7views Multimedia» more  MM 2015»
9 years 11 months ago
Loud and Trendy: Crowdsourcing Impressions of Social Ambiance in Popular Indoor Urban Places
New research cutting across architecture, urban studies, and psychology is contextualizing the understanding of urban spaces according to the perceptions of their inhabitants. One...
Darshan Santani, Daniel Gatica-Perez