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  1. Proceedings of the 11th European Conference on Visual Media Production (CVMP '14)
  2. Saliency-based parameter tuning for tone mapping
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Bullet time using multi-viewpoint robotic camera system
Realistic retargeting of facial video
Athlete pose estimation by non-sequential key-frame propagation
Plasticine shading
Saliency-based parameter tuning for tone mapping
Estimating camera intrinsics from motion blur
Advanced video debanding
Line-preserving hole-filling for 2D-to-3D conversion
Multi-clip video editing from a single viewpoint
Web-based visualisation of on-set point cloud data
Interactive video asset retrieval using sketched queries
Optimizing large scale CUDA applications using input data specific optimizations
Rerendering landscape photographs
Device effect on panoramic video+context tasks
Frequency-based controls for terrain editing
A comparison of night vision simulation methods for video

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Saliency-based parameter tuning for tone mapping

Content Provider ACM Digital Library
Author Gao, Xihe Arnold, Dirk V. Brooks, Stephen
Abstract We present a saliency-based parameter tuning algorithm that can optimize the parameters of tone mapping operators automatically by minimizing the saliency distortion caused by the process of tone mapping. The algorithm employs an improved saliency detection model for HDR images, and the saliency distortion is quantified as the Kullback-Leibler divergence between the saliency distributions of the tone mapped images and those of the corresponding HDR images. We show that the minimization can be accomplished by employing an evolution strategy with individuals representing parameter settings and fitness values based on saliency distortion. The effectiveness of our algorithm is demonstrated through experiments using several tone mapping operators and test images.
Starting Page 1
Ending Page 10
Page Count 10
File Format PDF
ISBN 9781450331852
DOI 10.1145/2668904.2668939
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2014-11-13
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Tone mapping Evolution strategy Image quality assessment Hdr images Saliency analysis
Content Type Text
Resource Type Article
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