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  1. Signal, Image and Video Processing
  2. Signal, Image and Video Processing : Volume 10
  3. Signal, Image and Video Processing : Volume 10, Issue 3, March 2016
  4. Computing a rodent’s diary
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Signal, Image and Video Processing : Volume 11
Signal, Image and Video Processing : Volume 10
Signal, Image and Video Processing : Volume 10, Issue 8, November 2016
Signal, Image and Video Processing : Volume 10, Issue 7, October 2016
Signal, Image and Video Processing : Volume 10, Issue 6, September 2016
Signal, Image and Video Processing : Volume 10, Issue 5, July 2016
Signal, Image and Video Processing : Volume 10, Issue 4, April 2016
Signal, Image and Video Processing : Volume 10, Issue 3, March 2016
Editorial of the special issue on Advances in Low-Level Image representations for processing and analysis
Contribution of color in saliency model for videos
Color and multiscale texture features from vectorial mathematical morphology
Nonlocal PDE morphology: a generalized shock operator on graph
An adaptive spatial–spectral total variation approach for Poisson noise removal in hyperspectral images
Identification of precancerous lesions by multispectral gastroendoscopy
Gait recognition based on modified phase-only correlation
A comparative study of irregular pyramid matching in bag-of-bags of words model for image retrieval
Energy transfer features combined with DCT for object detection
Sparsity in optical flow and trajectories
Human behavior recognition based on 3D features and hidden markov models
Sparse least mean p-power algorithms for channel estimation in the presence of impulsive noise
Error-dependent step-size control of adaptive normalized least-mean-square filters used for nonlinear acoustic echo cancellation
Noise reduction using wavelet cycle spinning: analysis of useful periodicities in the z-transform domain
Ice-hockey puck detection and tracking for video highlighting
Image super-resolution via sparse representation over multiple learned dictionaries based on edge sharpness
A universal two-way approach for estimating unknown frequencies for unknown number of sinusoids in a signal based on eigenspace analysis of Hankel matrix
Application of quantum dot gate nonvolatile memory (QDNVM) in image segmentation
A spatiotemporal super-resolution algorithm for a hybrid stereo video system
Computing a rodent’s diary
A study on genetic expression programming-based approach for impulse noise reduction in images
Sparse representation-based human detection: a scale-embedded dictionary approach
Analysis of asynchronous cognitive radio system with imperfect sensing and bursty primary user traffic
Lossless colour image compression using RCT for bi-level BWCA
Signal, Image and Video Processing : Volume 10, Issue 2, February 2016
Signal, Image and Video Processing : Volume 10, Issue 1, January 2016
Signal, Image and Video Processing : Volume 9
Signal, Image and Video Processing : Volume 8
Signal, Image and Video Processing : Volume 7
Signal, Image and Video Processing : Volume 6
Signal, Image and Video Processing : Volume 5
Signal, Image and Video Processing : Volume 4
Signal, Image and Video Processing : Volume 3
Signal, Image and Video Processing : Volume 2
Signal, Image and Video Processing : Volume 1

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Computing a rodent’s diary

Content Provider Springer Nature Link
Author Farah, Rana Langlois, J. M. Pierre Bilodeau, Guillaume Alexandre
Copyright Year 2015
Abstract Rodent monitoring in biomedical laboratories is a time consuming and tedious task. Several automatic solutions that rely on different types of sensors have been proposed. Computer vision provides a significantly more universal and less intrusive solution. In this article we propose a new method to detect and classify three behaviors in rodents: exploring, rearing, and static. The method uses motion history images and a multiple classifier system to detect the three behaviors under typical laboratory conditions. It is independent of the color of the rodent and of the background. The method performs equally well on short and long video sequences, achieving a success rate of 87 %.
Starting Page 567
Ending Page 574
Page Count 8
File Format PDF
ISSN 18631703
Journal Signal, Image and Video Processing
Volume Number 10
Issue Number 3
e-ISSN 18631711
Language English
Publisher Springer London
Publisher Date 2015-05-17
Publisher Place London
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Computer vision Behavior identification Lab animals Rodents Motion history image SVM Classification Signal, Image and Speech Processing Image Processing and Computer Vision Computer Imaging, Vision, Pattern Recognition and Graphics Multimedia Information Systems
Content Type Text
Resource Type Article
Subject Signal Processing Electrical and Electronic Engineering
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