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检索条件"主题词=Change Detection Algorithms"

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Non-invasive measurement of diaphragmatic contraction timing in dogs

Non-invasive measurement of diaphragmatic contraction timing...

引用

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

作者： A. Torres J.A. Fiz J. Morera A.E. Grassino R. Jane Centre de Recerca en Enginyeria Biomedica University of Politécnica de Catalunya Barcelona Spain Servei Pneumologia Hospital Germans Trias i Pujol Barcelona Spain Department of Medicine University of Montreal Montreal QUE Canada Centre de Recerca en Enginyeria Biomedica Universitat Politecnica de Catalunya Spain

The movement of thoracic cage (TM) measured with a piezoelectric contact sensor placed on the costal wall is presented in this work as a new non-invasive technique for diaphragmatic contraction period (CP) monitoring. The relationship between CP estimated with this technique is compared with estimations done with other respiratory signals commonly employed for physiological research studies: diaphragm length measured with sonomicrometry (DL), transdiaphragmatic pressure (DP) and respiratory airflow (FL). Specific algorithms were developed to determinate the CP in the four signals. Experiments were performed in three pentotarbital-anesthetized mongrel dogs. Two respiratory tests were studied: spontaneous ventilations (SV) and respiration with an inspiratory load (IL). CP estimated with DL signal was used as reference because this signal is the directly related with the diaphragmatic contraction. Different parameters were estimated for the study of the relationship between CP measured with DL signal and CP measured with TM, FL and DP signals. High relationships were obtained in the IL respiratory test. Lower values were obtained in SV protocol, but the parameters obtained from TM signal correlated better with the ones obtained from DL signal than those from FL and DP signals. Results confirm that it is possible to monitor the diaphragmatic contraction timing with a non-invasive piezoelectric contact sensor.

关键词： Timing Dogs Testing change detection algorithms Hospitals Biomedical monitoring Length measurement Condition monitoring Frequency Biosensors

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Learning-based building outline detection from multiple aerial images

Learning-based building outline detection from multiple aeri...

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Conference on Computer Vision and Pattern Recognition (CVPR)

作者： Yanlin Guo H.S. Sawhney R. Kumar S. Hsu Sarnoff Corporation Princeton NJ USA

ISBN: (纸本)0769512720

This paper presents a method for detecting building outlines using multiple aerial images. Since data-driven techniques may not be able to account for variability of building geometry and appearances, a key insight explored in this paper is a combination of model-based data driven front end with data driven learning in the back end for increased detection accuracy. The three main components of the detection algorithm are: (i) initialization. Image intensity and depth information are integrally used to efficiently detect buildings, and a robust rectilinear path finding algorithm is adopted to obtain good initial outlines. The initialization process involves the following steps: detecting location of buildings, determining the dominant orientations and knot points in the building outline and using these to fit the initial outline; (ii) learning. A compact set of building features are defined and learned from the well-delineated buildings, and a tree-based classifier is applied to the whole region to detect any missing buildings and obtain their rough outlines; and (iii) verification and refinement. Learned features are used to remove falsely detected buildings, and all outlines are refined by the deformation of rectilinear templates. The experiments, with improved detection rate and precise outlines, demonstrate the applicability of our algorithm.

关键词： Buildings Robustness Solid modeling Geometry Classification tree analysis Deformable models Shape detection algorithms change detection algorithms Urban planning

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Automatic satellite image registration based on intensity matching

Automatic satellite image registration based on intensity ma...

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IEEE International Symposium on Geoscience and Remote Sensing (IGARSS)

作者： Yao Jianchao Chia Tien Chern Yan Chye Hwang Yap C L Adrian Signal Processing laboratory DSO National Laboratories Singapore

In this paper, a new algorithm for satellite image registration was developed. The main characteristic of the algorithm is to align two images automatically, without requiring either control points or sensor parameters. Thanks to incorporation of a robust estimation mechanism and statistical optimisation technique into a multi-model and multi-resolution framework for intensity matching, the algorithm is able to work with images with large variation in orientation, scaling, illumination and translation. The effectiveness of the algorithm has been verified by an intensive experiment on a great number of real images.

关键词： Satellites Image registration Lighting Signal processing algorithms Brightness Robustness Clouds Laboratories Automatic control change detection algorithms

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An online algorithm for segmenting time series

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IEEE International Conference on Data Mining (ICDM)

作者： E. Keogh S. Chu D. Hart M. Pazzani Department of Information and Computer Science University of California Irvine CA USA

ISBN: (纸本)0769511198

In recent years, there has been an explosion of interest in mining time-series databases. As with most computer science problems, representation of the data is the key to efficient and effective solutions. One of the most commonly used representations is piecewise linear approximation. This representation has been used by various researchers to support clustering, classification, indexing and association rule mining of time-series data. A variety of algorithms have been proposed to obtain this representation, with several algorithms having been independently rediscovered several times. In this paper, we undertake the first extensive review and empirical comparison of all proposed techniques. We show that all these algorithms have fatal flaws from a data-mining perspective. We introduce a novel algorithm that we empirically show to be superior to all others in the literature.

关键词： Data mining Piecewise linear techniques Piecewise linear approximation Clustering algorithms Computer science Explosions Databases change detection algorithms Indexing Association rules

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Moving target tracking algorithm based on the confidence measure of motion vectors

Moving target tracking algorithm based on the confidence mea...

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IEEE International Conference on Image Processing

作者： Jin-Sung Lee Kwang-Yeon Rhee Seong-Dae Kim Visual Communications Laboratory Department of EECS Korea Advanced Institute of Science and Technology Taejon South Korea

change detection using a difference picture has been used to detect the location of moving targets and to track them. This method needs the assumption of a static camera, and global motion compensation is required in the case of a moving camera. We suggest a method for finding minimum bounding rectangles (MBRs) of moving targets in the image sequences using moving region detection, especially with a moving camera. If the global motion parameter is inaccurately estimated, the estimated locations of targets will not be accurate either. To alleviate this problem, we introduce the concept of the confidence measure and achieve more accurate estimation of global motion. With a moving camera, the new global motion estimation algorithm performs more precisely and it reduces the background compensation errors for change detection. Experimental results show that the proposed method successfully removes the background region and extracts MBRs of the targets.

关键词： Target tracking Motion measurement Motion estimation Cameras change detection algorithms Motion detection Object detection Motion compensation Image sequences Real time systems

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Optimized singular point detection algorithm for fingerprint images

Optimized singular point detection algorithm for fingerprint...

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IEEE International Conference on Image Processing

作者： P. Ramo M. Tico V. Onnia J. Saarinen Digital Media Institute Tampere University of Technology Tampere Finland

An efficient algorithm for singular point (core and delta) detection in fingerprint images is proposed. The algorithm is based on an efficient directional image calculation method. A novel approach for detecting the singular points using signum change curves in the directional images is also proposed. The algorithm is further optimized to achieve faster computational speed. The method was tested with a small fingerprint database and the results were compared visually to the results obtained by human experts. The results show that the algorithm is capable of detecting all the actual singular points at accurate precision with low use of computational time. The proposed algorithm outperformed a widely used algorithm (Karu and Jain, 1996) in detection accuracy and calculation speed.

关键词： detection algorithms Fingerprint recognition Image matching change detection algorithms Low pass filters Testing Image databases Visual databases Humans Accuracy

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Drawing conics on a hexagonal grid

Drawing conics on a hexagonal grid

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International Conference on Information Visualisation (IV)

作者： M.L.V. Pitteway Brunei University Uxbridge UK

An algorithm is presented which can be used to outline ellipses, circles, or any of the other conic sections on a hexagonal lattice. The basic algorithm requires just one test and three add operations in the inner loo... 详细信息

关键词： change detection algorithms Lattices Testing Graphics Displays Software algorithms Pixel Hardware Error correction Clocks

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Conflict detection and planar resolution for air traffic control

Conflict detection and planar resolution for air traffic con...

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International Conference on Intelligent Transportation

作者： A. Inselberg San Diego SuperComputing Center & Computer Science Department Tel-Aviv University Israel

An algorithm for planar (i.e. no altitude change) conflict resolution in air traffic control (ATC) is presented. By using the point-line duality in 2D of the parallel coordinates methodology, and a field of particles incorporating the motion constraints associated with the aircraft, a "map" in time-and-space of the conflict as well as the conflict-free regions is obtained. Then the algorithm constructs maneuvers, satisfying the constraints, which move the aircraft in conflict to the nearest available conflict-free trajectories. In the process, it is ensured that the maneuvers do not generate new conflicts. The resolution problem, being in general NP-hard, may require very high complexity even in real situations. The need for real-time solutions is handled by cascading (or running in parallel) the algorithm in levels of increasing complexity O(qN/sup (p+1)/logN), where q and N are the number of allowable maneuvers and the number of aircraft respectively, and where the minimum p=1, 2, ..., R needed to resolve a complex conflict scenario is a measure of the scenarios' (i.e. input) complexity. As an illustration, a complex conflict scenario is resolved with complexity O(N/sup 2/logN). The resolution problem is in a sense "dual" to the interception problem. An example is given where the aforementioned time-space map provides specific solutions of the One-Shot problem, which is in general NP-complete. That is "shots", if they exist, are found which intercept all the aircraft.

关键词： Air traffic control Protection Aircraft manufacture USA Councils Traffic control Computer science change detection algorithms Safety Shape Trajectory

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A performance evaluation of the MODIS vegetation index compositing algorithm

A performance evaluation of the MODIS vegetation index compo...

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IEEE International Symposium on Geoscience and Remote Sensing (IGARSS)

作者： T. Miura K. Didan A.R. Huete E.P. Rodriguez Terrestrial Biophysics and Remote Sensing Department of Soil Water and Environmental Science University of Arizona Tucson Tucson AZ USA

The Moderate Resolution Imaging Spectroradiometer (MODIS) vegetation index (VI) products are aimed at providing consistent, spatial and temporal comparisons of global vegetation conditions, which will be used for operational monitoring of the Earth's photosynthetic vegetation activity in support of land cover classification, change detection, and biophysical interpretations. Standard processing in generating the MODIS VI products includes the temporal compositing process in order to minimize cloud and atmosphere contamination, and standardize sun/view angles. In this study, we evaluated the performance of the MODIS VI compositing algorithm as to whether the algorithm is selecting the cloud-free observations and whether it is producing and selecting observations with view zenith angles closest to nadir. The analyses were conducted over a set of globally-distributed sites covering a wide range of biome types over dry and wet seasons. We found the MODIS VI compositing algorithm to work fairly well over and to semi-arid to temperate zones in both dry and wet seasons, in which nearly all of the composited pixels were cloud-free with view zenith angles closer to nadir than the conventional MVC results. On the other hand, the MODIS algorithm did not improve upon the MVC results well over tropical rain forest areas as cloud covers persisted throughout the period analyzed in these regions.

关键词： MODIS Vegetation mapping Clouds change detection algorithms Condition monitoring Earth Atmosphere Contamination Sun Rain

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Power detection of fluctuated load based on inverse-time-lag algorithm and the application in energy-saving controller of beaming-pumping unit

Power detection of fluctuated load based on inverse-time-lag...

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International Conference on Electrical Machines and Systems (ICEMS)

作者： Li Weili Li Yibo Zhou Feng Cheng Shukang Harbin Institute of Technology Harbin China Harbin University of Science and Technology Harbin China

This paper proposes an inverse-time-lag algorithm combined with one-step inertia filtering algorithm on the analysis of load fluctuation of beaming-pumping and the reason why it occurs in oilfield, taking an example of power detection of beaming-pumping unit related to oilfield load fluctuation. A close loop controller based on this theory enabled the generator to change its working condition and thus the output can be increased or decreased automatically. The effect of energy saving is remarkable.

关键词： Fluctuations Electric machines Filtering algorithms Signal sampling change detection algorithms Temperature Tides Atmosphere Control systems Electronic mail

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