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Length-independent refinement of video quality metrics based on multiway data analysis

Clemens Horch, Christian Keimel, Julian Habigt, Klaus Diepold
2013 2013 IEEE International Conference on Image Processing  
In previous publications it has been shown that no-reference video quality metrics based on a data analysis approach rather than on modeling the human visual system lead to very promising results and outperform  ...  This contribution shows a way of refining these multiway quality metrics in order to make them more suitable for real-life applications and maintaining the performance at the same time.  ...  CONCLUSION We improved the design of video quality metrics using multiway data analysis by making the training and the quality prediction independent of the length of video sequences.  ... 
doi:10.1109/icip.2013.6738010 dblp:conf/icip/HorchKHD13 fatcat:k7bo72isefainnpnvwwdox3354

Spectral Methods for 3-D Motion Segmentation of Sparse Scene-Flow

Diana Mateus, Radu Horaud
2007 2007 IEEE Workshop on Motion and Video Computing (WMVC'07)  
The progress in the acquisition of 3-D data from multicamera set-ups has opened the way to a new way of loking at motion analysis.  ...  A discussion is provided on the results for each algorithm, the parameters and the possible use of these results in motion analysis. * D.  ...  The second one takes an iterative form as in [12] but evaluating the MNCut (Multiway Normalized Cut) [14] quality measure at each iteration.  ... 
doi:10.1109/wmvc.2007.36 fatcat:dslxni5mzzez7olqntcskf2ibm

Prioritizing Software Inspection Results using Static Profiling

Cathal Boogerd, Leon Moonen
2006 2006 Sixth IEEE International Workshop on Source Code Analysis and Manipulation  
In this paper we present ELAN, a technique that helps the user prioritize the information generated by a software inspection tool, based on a demand-driven computation of the likelihood that execution  ...  We evaluate feasibility of our technique using a number of case studies and assess the quality of our predictions by comparing them to actual values obtained by dynamic profiling.  ...  Prioritization based on ELAN Table 2 . 2 Case study programs and their metrics the number of KLoC reported.  ... 
doi:10.1109/scam.2006.22 dblp:conf/scam/BoogerdM06 fatcat:2z5nwc46kzdjlasulfofrrvbrq

Next-Generation Applications on Cellular Networks: Trends, Challenges, and Solutions

Nimish Radio, Ying Zhang, Mallik Tatipamula, Vijay K. Madisetti
2012 Proceedings of the IEEE  
Typical length of mobile video content has been shortened by two orders of magnitude and so were the production time and cost.  ...  on the user, or further refines the choice of technology, platform, and mobility/interactivity requirements.  ... 
doi:10.1109/jproc.2011.2182092 fatcat:2467a5mobrh5blay6xt5m7zgsa

Motion layer extraction in the presence of occlusion using graph cuts

Jiangjian Xiao, M. Shah
2005 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Extracting layers from video is very important for video representation, analysis, compression, and synthesis.  ...  Third, an occlusion order constraint on multiple frames is explored, which enforces that the occlusion area increases with the temporal order in a short period and effectively maintains segmentation consistency  ...  This material is based upon work funded in part by the US Government.  ... 
doi:10.1109/tpami.2005.202 pmid:16237998 fatcat:wkd2mrii2jaijd7asxwgjy663q


Wen Gao, Yonghong Tian, Tiejun Huang, Qiang Yang
2010 ACM Computing Surveys  
By combining the grassroots blogging with the richness of expression available in video, videoblogs (vlogs for short) will be a powerful new media adjunct to our existing televised news sources.  ...  We also make an in-depth investigation of various vlog mining topics from a research perspective and present several incentive applications such as user-targeted video advertising and collective intelligence  ...  ACKNOWLEDGMENTS We wish to express our thanks to the anonymous reviewers who provided many helpful comments on the earlier version of this article.  ... 
doi:10.1145/1749603.1749606 fatcat:qeopjzg4j5bwparwtbmvwdesd4

2020 Index IEEE Signal Processing Letters Vol. 27

2020 IEEE Signal Processing Letters  
., +, LSP 2020 920-924 Flow-Based Independent Vector Analysis for Blind Source Separation.  ...  ., +, LSP 2020 296-300 A Reduced Reference Metric for Visual Quality Evaluation of Point Cloud Contents.  ... 
doi:10.1109/lsp.2021.3055468 fatcat:wfdtkv6fmngihjdqultujzv4by

Analysis of complex-valued functional magnetic resonance imaging data: are we just going through a "phase"?

V.D. Calhoun, T. Adali
2012 Bulletin of the Polish Academy of Sciences: Technical Sciences  
analysis of the fully-complex data.  ...  We discuss the challenges inherent in trying to utilize the phase data, and provide a selective review with emphasis on work in our group for developing biophysical models, preprocessing methods, and statistical  ...  Model-based analysis of complex fMRI data 5.1. fMRI data analysis. We now discuss statistical analysis using a model-based approach.  ... 
doi:10.2478/v10175-012-0050-5 fatcat:3vl32ly43bdnhm4okw3y765uzy

LazyBrush: Flexible Painting Tool for Hand-drawn Cartoons

Daniel Sýkora, John Dingliana, Steven Collins
2009 Computer graphics forum (Print)  
LazyBrush originally stems from requirements analysis carried out with professional ink-and-paint illustrators who established a list of useful features for an ideal painting tool.  ...  less manual effort for a broad class of drawing styles.  ...  Kavan for extensive discussions on the earlier version of the paper and to anonymous reviewers for their fruitful comments.  ... 
doi:10.1111/j.1467-8659.2009.01400.x fatcat:h4org2ov4jcnbdurgaj4qcbu3q

An assistive haptic interface for appearance-based indoor navigation

Jose Rivera-Rubio, Kai Arulkumaran, Hemang Rishi, Ioannis Alexiou, Anil A. Bharath
2016 Computer Vision and Image Understanding  
We assess the accuracy of vision-based localisation by making comparisons with estimates of location derived from both a recent SLAM-based algorithm and from indoor surveying equipment.  ...  (haptic) cues on a tablet device.  ...  Whilst it is known to allow more independence, it does not provide information on navigation on a spatial scale much greater than a stride length [42] .  ... 
doi:10.1016/j.cviu.2016.02.014 fatcat:7avikn6i35dgbnxc2guppp4lzq

A Survey: Clustering Ensembles Techniques

Reza Ghaemi, Md. Nasir Sulaiman, Hamidah Ibrahim, Norwati Mustapha
2009 Zenodo  
One of the major problems in clustering ensembles is the consensus function.  ...  Finally, we compare the characteristics of clustering ensembles algorithms such as computational complexity, robustness, simplicity and accuracy on different datasets in previous techniques.  ...  The rows of U are then normalized to have unit length.  ... 
doi:10.5281/zenodo.1329276 fatcat:h65gdbhmbnf4tnrycigmdzv3w4

What and where: A context-based recommendation system for object insertion

Song-Hai Zhang, Zheng-Ping Zhou, Bin Liu, Xi Dong, Peter Hall
2020 Computational Visual Media  
To tackle this problem, we build an unsupervised algorithm based on object-level contexts, which explicitly models the joint probability distribution of object categories and bounding boxes using a Gaussian  ...  A bounding box for the inserted object is predicted in both tasks, which helps downstream applications such as semiautomated advertising and video composition.  ...  Ralph Martin for his valuable suggestions on paper revision.  ... 
doi:10.1007/s41095-020-0158-8 fatcat:b2jcpoki3jhyti2lr5r4x44hrm

Advances in computational stereo

M.Z. Brown, D. Burschka, G.D. Hager
2003 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Early work focused on the fundamentals of image correspondence and stereo geometry.  ...  Extraction of three-dimensional structure of a scene from stereo images is a problem that has been studied by the computer vision community for decades.  ...  The depths for these occlusion regions are then recovered based on the jump lengths as measured from two independent positions, again requiring active camera motion.  ... 
doi:10.1109/tpami.2003.1217603 fatcat:ba4ac5dbanaanj2yrcy65plgkm

History and Evolution of Modeling in Biotechnology: Modeling & Simulation, Application and Hardware Performance

Philipp Noll, Marius Henkel
2020 Computational and Structural Biotechnology Journal  
Fueled by governmental guidelines like the PAT initiative of the FDA, novel soft sensors and techniques were developed in the past to ensure product quality and provide data in real time.  ...  This increase in hardware capacity allowed ever more detailed and computationally intensive models approaching a "one-to-one" representation of the biological reality.  ...  Henkel for scientific discussion on computer science and hardware development.  ... 
doi:10.1016/j.csbj.2020.10.018 pmid:33240472 pmcid:PMC7670204 fatcat:f3qcdfui4zgmlmy2vi6z3rcz2q

AtlantECO - Atlantic Ecosystems Assessment, Forecasting & Sustainability

AtlantECO Consortium
2020 Zenodo  
knowledge and data on microbiomes, plastics, the plastisphere and carbon fluxes that support ecosystems at basin scale using best practices and integrative sampling strategies, novel genomics, imaging  ...  The ambition of AtlantECO is to develop and apply a novel, unifying framework for providing knowledge-based resources to design policies, support decisions making and engage with citizens to encourage  ...  The length of the timeseries based on remotely sensed data depends on the type of platforms included in the retrievals (more than 20 years for ocean colour data, more than 25 years for altimetry, approximately  ... 
doi:10.5281/zenodo.3741972 fatcat:zef5py4jofcfreb3wcp453htfy
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