Time-Varying Image Processing and Moving Object Recognition (eBook, PDF)

Proceedings of the 4th International Workshop Florence, Italy, June 10-11, 1993
Redaktion: Cappellini, V.

• Format: PDF

Produktbeschreibung

In the area of Digital Image Processing the new area of "Time-Varying Image Processing and Moving Oject Recognition" is contributing to impressive advances in several fields. Presented in this volume are new digital image processing and recognition methods, implementation techniques and advanced applications such as television, remote sensing, biomedicine, traffic, inspection, and robotics. New approaches (such as digital transforms, neural networks) for solving 2-D and 3-D problems are described. Many papers concentrate on motion estimation and recognition i.e. tracking of moving objects. Overall, the book describes the state-of-the-art (theory, implementation, applications) of this developing area, together with future trends. The work will be of interest not only to researchers, professors and students in university departments of engineering, communications, computers and automatic control, but also to engineers and managers of industries concerned with computer vision, manufacturing, automation, robotics and quality control.

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 444
• Erscheinungstermin: 22. Oktober 2013
• Englisch
• ISBN-13: 9781483290256
• Artikelnr.: 41874354

Inhaltsangabe

Digital Processing Methods and Techniques. Fast approximate calculation of
the two-dimensional discrete fourier transform (Invited) (S.K. Mitra, O.
Shentov). A constant-geometry multidimensional FFT (R. Bernardini, G.
Cortelazzo, G.A. Mian). Estimation of the measurement covariance matrix in
a Kalman filter (O. Bergem). Real-time computation of statistical moments
on binary images using block representation (I.M. Spiliotis, B.G.
Mertzios). Reducing segmentation errors through iterative region merging
(S. Dellepiane). Pattern Recognition. Hypergraph based feature matching in
a sequence of range images (Invited) (B. Sabata, J.K. Aggarwal). A
geometrical correlation function for shape recognition (A. Loui, A.N.
Venetsanopoulos). Spotting recognition of human gestures from motion images
(K. Takahashi, S. Seki, R. Oka). Image Restoration. Motion-compensated
filtering of noisy image sequences (Invited) (R.P. Kleihorst, J. Biemond,
R.L. Lagendijk). Even-median filters for noisy image restoration (L.
Alparone, M. Barni, V. Cappellini). Global probabilistic reinforcement of
straight segments (C.S. Regazzoni). Implementation Techniques. Preliminary
benchmark of low level processing algorithms on the ViP_1 parallel
processor (G. Gugliotta, A. Machi). On the implementation of the
polyspectra and cumulants via volterra kernels (B.G. Mertzios, A.N.
Venetsanopoulos). A multitracking system for trajectory analysis of people
in a restricted area (J. Aranda, C. Leon, M. Frigola). Computer Vision.
Stereoscopic correcting pose of 3D model of object (M. Yamamoto, K. Ikeda).
Camera calibration and error analysis. An application to binocular and
trinocular stereoscopic system (F. Pedersini, S. Tubaro, F. Rocca). Stereo
vision motion compensation (D.R. Broome). An autonomous mobile robot
prototype for navigation in indoor environments (G. Garibotto, M. Ilic, S.
Masciangelo). Image Coding and Transmission. Tradeoffs on motion
compensation/DCT hybrid coding: an efficiency analysis (C. Pires, E.
Polese, M. Guglielmo). Neural networks for compression of image sequences
(S. Marsi, G.L. Sicuranza). Causal estimation of the displacement field for
implicit motion compensation (F. Lavagetto, P. Traverso). Image sequence
data compression through adaptive space-temporal interpolation (F.G.B. de
Natale, G.S. Desoli, D.D. Giusto). Linear phase IIR QMF banks based on
complex allpass sections for image compression (F. Argenti et al.). Somatic
features extraction for facial mimics synthesis (W. Bellotto et al.). HDTV
coding based on edge detection and two-channel decomposition (R. Cusani, S.
Corti). Remote Sensing Image Processing. The concept of kinematical image
and its practical use in radar target studies (J. Bertrand, P. Bertrand, L.
Vignaud). Change detection in remote-sensing images by the
region-overlapping technique (P. Pellegretti, M. Salvatico, S.B. Serpico).
Assessment of temporal variations in information content of TM scenes for
different vegetation associations (C. Conese, F. Maselli). Clutter maps
with adaptive updating for the detection of sea targets (M. Naldi). Data
fusion techniques for remotely sensed images (A. Chiuderi, S. Fini).
Digital Processing of Biomedical Images. Depth from motion in X-ray imagery
(G. Coppini et al.). Motion evaluation from synthesized 3-D echocardiograms
(P. Baraldi et al.). Motion Estimation. Estimating articulated motion by
decomposition (Invited) (R.J. Qian, T.S. Huang). Pose from motion: A direct
method (M. Yamamoto). Tracking based on hierarchical multiple motion
estimation and robust regression (S. Ayer, P. Schroeter, J. Bigun).
Characterizing disturbances in dynamic scenes using an integrated motion
analysis approach (V. Rebuffel, J.M. Letang). Noisy phenomenon in motion
estimation (A. Quinquis, C. Collet). Motion estimation of curves:
Experimental results using regularization techniques (J. de Vriendt).
Understanding object motion via self-organization (J. Heikkonen, P.
Koikkalainen). A hough transform based hierarchical algorithm for motion
segmentation and estimation (M. Bober, J. Kittler). Detecting a velocity
field from sequential images under time-varying illumination (A. Nomura, H.
Miike, K. Koga). Optical flow estimation by using classical and extended
constraints (A. Del Bimbo, P. Nesi, J.L.C. Sanz). Enhancement of local
optic flow techniques (F. Bartolini et al.). Optic-flow based techniques
implementation for landslide motion estimation (P.F. Pellegrini et al.).
Recognition and Tracking of Moving Objects. Detecting multiple moving
objects by the randomized hough transform (H. Kalviainen). Moving object
recognition from an image sequence for autonomous vehicle driving (G.L.
Foresti, V. Murino). Moving object detection and tracking in airport
surface radar images (P.F. Pellegrini et al.). Traffic Monitoring. A
monitoring system for local traffic control based on vehicle tracking (M.
Annunziato et al.). Automatic vehicle counting from image sequences (G.
Nicchiotti, E. Ottaviani). Matching image processing technologies with GPS
system for vehicle tracking (D. Torkar, R. Murn, D. Pecek). Author Index.