Authors:
Jan Biemond,
Peter M.B. van Roosmalen,
Reginald L. Lagendijk,
Page (NA) Paper number 1059
Abstract:
Blotches are common artifacts in old film sequences that manifest themselves
as disturbing bright or dark spots. Existing methods for detecting
blotches can achieve high detection rates. High detection rates are
only useful if the corresponding number of false alarms is not too
high, visible artifacts in the corrected sequence result otherwise.
We show that the performance of blotch detectors can be improved significantly
by taking statistical influence of noise on the detection mechanism
into account. Further improvements are achieved first by using a double-stage
detection strategy and second by a constrained dilation technique.
Authors:
Peter M.B. van Roosmalen, Delft University of Technology, The Netherlands (The Netherlands)
Anil C. Kokaram, Trinity College, Dublin, Ireland (Ireland)
Jan Biemond, Delft University of Technology, The Netherlands (The Netherlands)
Page (NA) Paper number 1063
Abstract:
An important topic in image restoration is interpolation of missing
data in image sequences. Missing data is a result of dirt on film and
of ageing processes where the film contents is replaced by data that
bears little relationship with the original scene. We present a method
for interpolating missing data with the aim of achieving higher fidelity
and more consistency in the interpolated results than can be achieved
by existing methods. This by combining autoregressive models and markov-random
field techniques. Experimental results confirm the superior performance
of the proposed method over existing methods.
Authors:
Vicenz Parisi Baradad, Dept. Enginyeria Electronica, EUETIT, C./ Colom, 1,08222 Terrassa, Spain (Spain)
Hussein M Yahia, INRIA, BP 105, 78153 Le Chesnay Cedex, France (France)
Isabelle L Herlin, INRIA, BP 105, 78153 Le Chesnay Cedex, France (France)
Page (NA) Paper number 1557
Abstract:
In this study the problem of modeling a family of curves is addressed.
The need of such modeling appears frequently in many aspects of image
processing where many linear structures keep spatial relationships
during their evolution. We come up with a modeling tool well suited
to the spatial modeling of a family of curves, and which can be very
useful for motion tracking and curve evolution as well. The family
of curves is represented as the line paths (orbits) of a `` spline
vector field '', i.e. a vector field interpolating data using a framework
similar to the theory of spline curves. The model is exemplified with
oceanic satellite data. Its usefullness for curve evolution modeling
is also presented.
Authors:
Sanghoon Lee,
Alan C. Bovik,
Page (NA) Paper number 1586
Abstract:
Recently, foveated video has been introduced as an important emerging
method for very low bit rate multimedia applications [1][2]. In this
paper, we develop several rate control algorithms, and measure the
performance of foveated video. We utilize H.263 video, and compare
the performance with regular video based on the SNRC (signal-to-noise
ratio in curvilinear coordinates). In order to maximize compression,
we use a maximum quantization parameter (QP = 31) for the regular video,
and code a foveated video sequence at the equivalent bit rate. In simulation,
we improve the PSNRC to 3.64 (1.62)dB under 30 (14) Kbits/sec for P
pictures in CIF "News" ("Akiyo") standard video sequence.
Authors:
Shahram Shirani, Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada (Canada)
Faouzi Kossentini, Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada (Canada)
Rabab K Ward, Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada (Canada)
Page (NA) Paper number 2013
Abstract:
Loss of coded data during its transmission can affect a decoded video
sequence to a large extent, making concealment of errors caused by
data loss a serious issue. Previous work in spatial error concealment
exploiting MRF models used a single pixel wide region around the erroneous
area to achieve a reconstruction based on an optimality measure. This
practically restricts the amount of available information that is used
in a concealment procedure to a small region around the missing area.
Incorporating more pixels usually means a higher order model and this
is expensive as the complexity grows exponentially with the order of
the MRF model. Using previously proposed approaches, the damaged area
is reconstructed fairly well in very low frequency portions of the
image. However, the reconstruction process yields blurry results with
a significant loss of details in high frequency, or edge portions of
the image. In our proposed approach, a MRF is used as the image a priori
model. More available information is incorporated in the reconstruction
procedure not by increasing the order of the model but instead by adaptively
adjusting the model parameters. Adaptation is done based on the image
characteristics determined in a large region around the damaged area.
Thus, the reconstruction procedure can make use of information embedded
in not only immediate neighborhood pixels but also in a wider neighborhood
without a dramatic increase in computational complexity. The proposed
method outperforms the previous methods in the reconstruction of missing
edges.
Authors:
Xuemin Chen,
R. Eifrig,
A. Luthra,
K. Panusopone,
Page (NA) Paper number 2109
Abstract:
The coding method in MPEG-4 for interlaced-video is introduced in this
paper. Such a method is an extension of MPEG-2 interlaced coding tools
to allow compression of arbitrarily-shaped interlaced-video. The new
texture-and-shape coding tools discussed here for arbitrarily-shaped
interlaced-video provide good compression performance. It is demonstrated
here that these interlaced tools improve the coding efficiency of MPEG-4
video in both subjective and objective means.
Authors:
Gerry Melnikov,
Guido M Schuster,
Aggelos K Katsaggelos,
Page (NA) Paper number 2424
Abstract:
This paper investigates the problem of optimal lossy encoding of object
contours in the Inter mode. Contours are approximated by connected
second-order spline segments, each defined by three consecutive control
points. Taking into account correlations in the temporal direction,
control points are chosen optimally in the rate-distortion (RD) sense.
Applying motion to contours in the reference frame followed by the
temporal context extraction, we predict the next control point location,
given the previously encoded one. Based on the chosen differential
encoding scheme and an additive MPEG4-based distortion metric, the
problem is formulated as Lagrangian minimization. We utilize an iterative
procedure to jointly find the optimal solution and the associated DPCM
parameter probability mass functions.
Authors:
Susie J Wee,
Page (NA) Paper number 2486
Abstract:
The ability to manipulate the temporal dependencies in coded video
data is important for a number of compressed-domain video processing
tasks. This paper formulates the general problem and examines it in
the context of MPEG. This is used to develop a method for performing
frame conversions in MPEG coded video data. These frame conversions
are used to develop compressed-domain video processing algorithms for
performing temporal mode conversion, frame-by-frame reverse play, and
frame-accurate splicing.
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