Global error control procedure for spatially structured targets. Bacher, R., Chatelain, F., & Michel, O. In 2017 25th European Signal Processing Conference (EUSIPCO), pages 206-210, Aug, 2017.
Paper doi abstract bibtex In this paper, a target detection procedure with global error control is proposed. The novelty of this approach consists in taking into account spatial structures of the target while ensuring proper error control over pixelwise errors. A generic framework is discussed and a method based on this framework is implemented. Results on simulated data show conclusive gains in detection power for a nominal control level. The method is also applied on real data produced by the astronomical instrument MUSE.
@InProceedings{8081198,
author = {R. Bacher and F. Chatelain and O. Michel},
booktitle = {2017 25th European Signal Processing Conference (EUSIPCO)},
title = {Global error control procedure for spatially structured targets},
year = {2017},
pages = {206-210},
abstract = {In this paper, a target detection procedure with global error control is proposed. The novelty of this approach consists in taking into account spatial structures of the target while ensuring proper error control over pixelwise errors. A generic framework is discussed and a method based on this framework is implemented. Results on simulated data show conclusive gains in detection power for a nominal control level. The method is also applied on real data produced by the astronomical instrument MUSE.},
keywords = {astronomical instruments;object detection;signal detection;global error control procedure;spatially structured targets;target detection procedure;proper error control;pixelwise errors;generic framework;detection power;nominal control level;spatial target structures;conclusive gains;astronomical instrument MUSE;Error correction;Hyperspectral imaging;Europe;Testing;Robustness;Correlation},
doi = {10.23919/EUSIPCO.2017.8081198},
issn = {2076-1465},
month = {Aug},
url = {https://www.eurasip.org/proceedings/eusipco/eusipco2017/papers/1570342767.pdf},
}
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