tracking with particle filter for high dimensional observation and state spaces

Download Book Tracking With Particle Filter For High Dimensional Observation And State Spaces in PDF format. You can Read Online Tracking With Particle Filter For High Dimensional Observation And State Spaces here in PDF, EPUB, Mobi or Docx formats.

Tracking With Particle Filter For High Dimensional Observation And State Spaces

Author : Séverine Dubuisson
ISBN : 9781119054054
Genre : Technology & Engineering
File Size : 73. 9 MB
Format : PDF, ePub, Docs
Download : 782
Read : 776

Download Now


This title concerns the use of a particle filter framework to track objects defined in high-dimensional state-spaces using high-dimensional observation spaces. Current tracking applications require us to consider complex models for objects (articulated objects, multiple objects, multiple fragments, etc.) as well as multiple kinds of information (multiple cameras, multiple modalities, etc.). This book presents some recent research that considers the main bottleneck of particle filtering frameworks (high dimensional state spaces) for tracking in such difficult conditions.

Proceedings

Author : IEEE Computer Society
ISBN : 0769511430
Genre : Computer vision
File Size : 56. 3 MB
Format : PDF, ePub, Docs
Download : 851
Read : 669

Download Now


This two-volume set contains the proceedings of the July 2001 conference on computer vision. The 205 papers discuss sensors and early vision, stereo and multiple views, segmentation and matching, learning in vision, shape representation and recovery, stereo and multiple views, segmentation and matching, object recognition, tracking, video analysis, reflectance, image databases, vision systems and texture, and demo overviews. There is no subject index. The included CD-ROM contains a full version of the proceedings. c. Book News Inc.

Computer Analysis Of Images And Patterns

Author : Richard Wilson
ISBN : 9783642402616
Genre : Computers
File Size : 43. 35 MB
Format : PDF, Kindle
Download : 209
Read : 279

Download Now


The two volume set LNCS 8047 and 8048 constitutes the refereed proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, held in York, UK, in August 2013. The 142 papers presented were carefully reviewed and selected from 243 submissions. The scope of the conference spans the following areas: 3D TV, biometrics, color and texture, document analysis, graph-based methods, image and video indexing and database retrieval, image and video processing, image-based modeling, kernel methods, medical imaging, mobile multimedia, model-based vision approaches, motion analysis, natural computation for digital imagery, segmentation and grouping, and shape representation and analysis.

Eighth Ieee International Conference On Computer Vision

Author :
ISBN : 0769511430
Genre : Computers
File Size : 74. 15 MB
Format : PDF, ePub, Mobi
Download : 870
Read : 743

Download Now



Aaai 08 Iaai 08 Proceedings

Author :
ISBN : 1577353684
Genre : Artificial intelligence
File Size : 46. 61 MB
Format : PDF, Mobi
Download : 900
Read : 905

Download Now



Adaptive High Resolution Sensor Waveform Design For Tracking

Author : Ioannis Kyriakides
ISBN : 9781608455768
Genre : Mathematics
File Size : 58. 38 MB
Format : PDF, Mobi
Download : 689
Read : 408

Download Now


Recent innovations in modern radar for designing transmitted waveforms, coupled with new algorithms for adaptively selecting the waveform parameters at each time step, have resulted in improvements in tracking performance. Of particular interest are waveforms that can be mathematically designed to have reduced ambiguity function sidelobes, as their use can lead to an increase in the target state estimation accuracy. Moreover, adaptively positioning the sidelobes can reveal weak target returns by reducing interference from stronger targets. The manuscript provides an overview of recent advances in the design of multicarrier phase-coded waveforms based on Bjorck constant-amplitude zero-autocorrelation (CAZAC) sequences for use in an adaptive waveform selection scheme for mutliple target tracking. The adaptive waveform design is formulated using sequential Monte Carlo techniques that need to be matched to the high resolution measurements. The work will be of interest to both practitioners and researchers in radar as well as to researchers in other applications where high resolution measurements can have significant benefits. Table of Contents: Introduction / Radar Waveform Design / Target Tracking with a Particle Filter / Single Target tracking with LFM and CAZAC Sequences / Multiple Target Tracking / Conclusions

Augmented Vision Perception In Infrared

Author : Riad I. Hammoud
ISBN : 9781848002777
Genre : Technology & Engineering
File Size : 57. 98 MB
Format : PDF, Docs
Download : 934
Read : 1309

Download Now


Throughout much of machine vision’s early years the infrared imagery has suffered from return on investment despite its advantages over visual counterparts. Recently, the ?scal momentum has switched in favor of both manufacturers and practitioners of infrared technology as a result of today’s rising security and safety challenges and advances in thermographic sensors and their continuous drop in costs. This yielded a great impetus in achieving ever better performance in remote surveillance, object recognition, guidance, noncontact medical measurements, and more. The purpose of this book is to draw attention to recent successful efforts made on merging computer vision applications (nonmilitary only) and nonvisual imagery, as well as to ?ll in the need in the literature for an up-to-date convenient reference on machine vision and infrared technologies. Augmented Perception in Infrared provides a comprehensive review of recent deployment of infrared sensors in modern applications of computer vision, along with in-depth description of the world’s best machine vision algorithms and intel- gent analytics. Its topics encompass many disciplines of machine vision, including remote sensing, automatic target detection and recognition, background modeling and image segmentation, object tracking, face and facial expression recognition, - variant shape characterization, disparate sensors fusion, noncontact physiological measurements, night vision, and target classi?cation. Its application scope includes homeland security, public transportation, surveillance, medical, and military. Mo- over, this book emphasizes the merging of the aforementioned machine perception applications and nonvisual imaging in intensi?ed, near infrared, thermal infrared, laser, polarimetric, and hyperspectral bands.

Proceedings Of The Ieee Instrumentation And Measurement Technology Conference

Author :
ISBN : UIUC:30112043460788
Genre : Electronic instruments
File Size : 31. 89 MB
Format : PDF, Mobi
Download : 355
Read : 159

Download Now



Acquisition Tracking Pointing And Laser Systems Technologies Xxi

Author : Steven L. Chodos
ISBN : 0819466913
Genre : Technology & Engineering
File Size : 75. 43 MB
Format : PDF
Download : 942
Read : 502

Download Now



Ijcai

Author :
ISBN : UVA:X004781309
Genre : Artificial intelligence
File Size : 76. 96 MB
Format : PDF
Download : 810
Read : 203

Download Now



Top Download:

Best Books