• Publications
  • Influence
Automated colour grading using colour distribution transfer
TLDR
This article proposes an original method for grading the colours between different images or shots. Expand
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  • 42
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N-dimensional probability density function transfer and its application to color transfer
TLDR
This article proposes an original method to estimate a continuous transformation that maps one N-dimensional distribution to another, based on the iterative use of the one-dimensional pdf transfer. Expand
  • 255
  • 32
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Statistical Hough Transform
  • Rozenn Dahyot
  • Mathematics, Computer Science
  • IEEE Transactions on Pattern Analysis and Machine…
  • 1 August 2009
TLDR
The standard Hough transform is a popular method in image processing and is traditionally estimated using histograms. Expand
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  • 9
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Face Components Detection Using SURF Descriptors and SVMs
  • D. Kim, Rozenn Dahyot
  • Computer Science
  • International Machine Vision and Image Processing…
  • 3 September 2008
TLDR
We present a feature-based method to classify salient points as belonging to objects in the face or background classes based on SVMs classifier trained with SURF descriptors. Expand
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  • 3
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Robust visual recognition of colour images
TLDR
We introduce an estimation scheme relying on M-estimators used in continuation, from convex functions to hard redescending nonconvex estimators. Expand
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  • 3
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A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences
TLDR
This paper proposes a new process for stabilizing brightness fluctuations that improves the existing models. Expand
  • 31
  • 3
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Automatic Discovery and Geotagging of Objects from Street View Imagery
TLDR
In this paper we propose to automatically detect and compute the GPS coordinates of recurring stationary objects of interest using street view imagery. Expand
  • 31
  • 2
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Robust ellipse detection with Gaussian mixture models
TLDR
We extend the framework based on L2 to estimate a parametric family of curves and propose a non-isotropic and multidimensional modeling for the density functions. Expand
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  • 2
  • PDF
On using CNN with DCT based Image Data
This paper investigates the use of Convolutional Neural Networks (CNN) to classify images encoded in compressible form using Discrete Cosine Tranform (DCT) as an alternative to raw image format. WeExpand
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Off-line multiple object tracking using candidate selection and the Viterbi algorithm
TLDR
This paper presents a probabilistic framework for off-line multiple object tracking. Expand
  • 28
  • 2
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