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91.
Emna Fendri Rania Rebai Boukhriss Mohamed Hammami 《Pattern Analysis & Applications》2017,20(4):907-926
The detection of moving objects is a crucial step for many video surveillance applications whether using a visible camera (VIS) or an infrared (IR) one. In order to profit from both types, several fusion methods were proposed in the literature: low-level fusion, medium-level fusion and high-level fusion. The first one is the most used for moving objects’ detection in IR and VIS spectra. In this paper, we present an overview of the different moving object detection methods in IR and VIS spectra and a state of the art of the low-level fusion techniques. Moreover, we propose a new method for moving object detection using low-level fusion of IR and VIS spectra. In order to evaluate quantitatively and qualitatively our proposed method, three series of experiments were carried out using two well-known datasets namely “OSU Color-Thermal Database” and “INO-Database”; the results of these evaluations show promising results and demonstrate the effectiveness of the proposed method. 相似文献
92.
Mathias M. Adankon Author Vitae Mohamed Cheriet Author Vitae 《Pattern recognition》2011,44(9):2220-2230
In this paper, we propose to reinforce the Self-Training strategy in semi-supervised mode by using a generative classifier that may help to train the main discriminative classifier to label the unlabeled data. We call this semi-supervised strategy Help-Training and apply it to training kernel machine classifiers as support vector machines (SVMs) and as least squares support vector machines. In addition, we propose a model selection strategy for semi-supervised training. Experimental results on both artificial and real problems demonstrate that Help-Training outperforms significantly the standard Self-Training. Moreover, compared to other semi-supervised methods developed for SVMs, our Help-Training strategy often gives the lowest error rate. 相似文献
93.
94.
We show that for some special functions (called k-multigrid equidistributed functions), we can compute the limit of the frequency of patterns in the discretization of their graph, when the resolution tends to zero. This result is applied to parabolas. We deduce also that local length estimators almost never converge to the length for the parabolas. 相似文献
95.
Paragios N. Deriche R. 《IEEE transactions on pattern analysis and machine intelligence》2000,22(3):266-280
This paper presents a new variational framework for detecting and tracking multiple moving objects in image sequences. Motion detection is performed using a statistical framework for which the observed interframe difference density function is approximated using a mixture model. This model is composed of two components, namely, the static (background) and the mobile (moving objects) one. Both components are zero-mean and obey Laplacian or Gaussian law. This statistical framework is used to provide the motion detection boundaries. Additionally, the original frame is used to provide the moving object boundaries. Then, the detection and the tracking problem are addressed in a common framework that employs a geodesic active contour objective function. This function is minimized using a gradient descent method. A new approach named Hermes is proposed, which exploits aspects from the well-known front propagation algorithms and compares favorably to them. Very promising experimental results are provided using real video sequences 相似文献
96.
This paper describes a new approach of heterogeneous data source fusion. Data sources are either static or active: static data sources can be structured or semi-structured, whereas active sources are services. In order to develop data sources fusion systems in dynamic contexts, we need to study all issues raised by the matching paradigms. This challenging problem becomes crucial with the dominating role of the internet. Classical approaches of data integration, based on schemas mediation, are not suitable to the World Wide Web (WWW) environment where data is frequently modified or deleted. Therefore, we develop a loosely integrated approach that takes into consideration both conflict management and semantic rules which must be enriched in order to integrate new data sources. Moreover, we introduce an XML-based Multi-data source Fusion Language (MFL) that aims to define and retrieve conflicting data from multiple data sources. The system, which is developed according to this approach, is called MDSManager (Multi-Data Source Manager). The benefit of the proposed framework is shown through a real world application based on web data sources fusion which is dedicated to online markets indices tracking. Finally, we give an evaluation of our MFL language. The results show that our language improves significantly the XQuery language especially considering its expressiveness power and its performances. 相似文献
97.
Andrew Walenstein Rachit Mathur Mohamed R. Chouchane Arun Lakhotia 《Journal in Computer Virology》2008,4(4):307-322
A malware mutation engine is able to transform a malicious program to create a different version of the program. Such mutation
engines are used at distribution sites or in self-propagating malware in order to create variation in the distributed programs.
Program normalization is a way to remove variety introduced by mutation engines, and can thus simplify the problem of detecting
variant strains. This paper introduces the “normalizer construction problem” (NCP), and formalizes a restricted form of the
problem called “NCP=”, which assumes a model of the engine is already known in the form of a term rewriting system. It is
shown that even this restricted version of the problem is undecidable. A procedure is provided that can, in certain cases,
automatically solve NCP= from the model of the engine. This procedure is analyzed in conjunction with term rewriting theory
to create a list of distinct classes of normalizer construction problems. These classes yield a list of possible attack vectors.
Three strategies are defined for approximate solutions of NCP=, and an analysis is provided of the risks they entail. A case
study using the virus suggests the approximations may be effective in practice for countering mutated malware.
R. Mathur is presently at McAfee AVERT Labs. 相似文献
98.
OBJECTIVE: To investigate the effect of optic flow on gait behavior during treadmill walking using an immersive virtual reality (VR) setup and compare it with conventional treadmill walking (TW) and overground walking (OW). BACKGROUND: Previous research comparing TW with OW speculated that a lack of optic flow (relative visual movement between a walker and the environment) during TW may have led to perceptual cue conflicts, resulting in differences in gait behavior, as compared with OW. METHOD: Participants walked under three locomotion conditions (OW, TW, and TW with VR [TWVR]) under three walking constraint conditions (no constraint, a temporal/pacing constraint, and a spatial/path-following constraint). Presence questionnaires (PQs) were administered at the close of the TWVR trials. Trials were subjected to video analysis to determine spatiotemporal and kinematics variables used for comparison of locomotion conditions. RESULTS: ANOVA revealed gait behavior during TWVR to be between that of OW and TW. Speed and cadence during TWVR were significantly different from those of TW, whereas knee angle was comparable to that of OW. Correlation analysis of PQ scores with gait measures revealed a positive linear association of the distraction subfactor of the PQ with walking speed during TWVR, suggesting an increase in the sense of presence in the virtual environment led to increases in walking speed. CONCLUSION: The results demonstrate that providing optic flow during TW through VR has an impact on gait behavior. APPLICATION: This study provides a basis for developing simple VR locomotion interface setups for gait research. 相似文献
99.
We use Schnyder woods of 3-connected planar graphs to produce convex straight-line drawings
on a grid of size
The parameter
depends on the Schnyder wood used for the drawing. This parameter is in the range
The algorithm is a refinement of the face-counting algorithm; thus, in particular, the size of the grid is at most
The above bound on the grid size simultaneously matches or improves all previously known bounds for convex drawings, in particular
Schnyder's and the recent Zhang and He bound for triangulations and the Chrobak and Kant bound for 3-connected planar graphs.
The algorithm takes linear time. The drawing algorithm has been implemented and tested. The expected grid size for the drawing
of a random triangulation is close to
For a random 3-connected plane graph, tests show that the expected size of the drawing is
相似文献
100.
Mohamed Ahmed Hamid Harroud Roger Impey Ahmed Karmouch 《Multimedia Tools and Applications》2007,34(3):299-315
In this paper, we aim to provide adaptive multimedia services especially video ones to end-users in an efficient and secure
manner. Users moving outside the office should be able to maintain an office-like environment at their current locations.
First, the agents within our proposed architecture negotiate the different communication and interaction factors autonomously
and dynamically. Moreover, we needed to develop a user agent in addition to service and system agents that could negotiate
the requirements and capabilities at run time to furnish best possible service results. Thus we designed and integrated a
video indexing and key framing service within our overall agent-based architecture. We integrated this video indexing and
content-based analysis service to adapt the video content according to run time conditions. We designed a video XML schema
to validate the media content out of this multimedia service according to specific requirements and features, as we will describe
later.
相似文献
Ahmed KarmouchEmail: |