Detection and localization of objects in Passive Millimeter Wave Images
作者： Santiago Lopez Tapia , Rafael Molina , Nicolas Perez de la Blanca
DOI: 10.1109/EUSIPCO.2016.7760619
关键词: Image processing 、 Task (computing) 、 Computer science 、 Feature extraction 、 Extremely high frequency 、 Support vector machine 、 Artificial intelligence 、 Signal processing 、 Position (vector) 、 Computer vision
摘要: … of the acquired images and the … image processing and statistical machine learning techniques to solve this localization/detection problem. The proposed approach is used on an image …
sci-hub.se 参考文章(11)
Marc Claesen, Bart De Moor, Jaak Simm, Dusan Popovic, Hyperparameter tuning in Python using Optunity International Workshop on Technical Comput- ing for Machine Learning and Mathematical Engineering (TCMM 2014). pp. 1- 1 ,(2014)
Naomi E. Alexander, Carlos Callejero Andrés, Ramón Gonzalo, Multispectral mm-wave imaging: materials and images Proceedings of SPIE, the International Society for Optical Engineering. ,vol. 6948, pp. 694803- ,(2008) , 10.1117/12.778698
Stéfan van der Walt, Johannes L. Schönberger, Juan Nunez-Iglesias, François Boulogne, Joshua D. Warner, Neil Yager, Emmanuelle Gouillart, Tony Yu, scikit-image: Image processing in Python PeerJ. ,vol. 2, ,(2014) , 10.7717/PEERJ.453
Timo Ojala, Matti Pietikäinen, David Harwood, A comparative study of texture measures with classification based on featured distributions Pattern Recognition. ,vol. 29, pp. 51- 59 ,(1996) , 10.1016/0031-3203(95)00067-4
Christopher D Haworth, Beatriz Grafulla Gonzalez, Mathilde Tomsin, Roger Appleby, Peter R Coward, Andrew Robert Harvey, Katia Lebart, Yvan R Petillot, Emanuele Trucco, Image analysis for object detection in millimetre-wave images Passive millimetre-wave and terahertz imaging and technology. Conference. ,vol. 5619, pp. 117- 128 ,(2004) , 10.1117/12.580475
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Andreas Müller, Joel Nothman, Gilles Louppe, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Édouard Duchesnay, Scikit-learn: Machine Learning in Python Journal of Machine Learning Research. ,vol. 12, pp. 2825- 2830 ,(2011)
Michael Jones, Paul Viola, Fast and Robust Classification using Asymmetric AdaBoost and a Detector Cascade neural information processing systems. ,vol. 14, pp. 1311- 1318 ,(2001)
C.P. Papageorgiou, M. Oren, T. Poggio, A general framework for object detection international conference on computer vision. pp. 555- 562 ,(1998) , 10.1109/ICCV.1998.710772
Timo Ahonen, Jiří Matas, Chu He, Matti Pietikäinen, Rotation Invariant Image Description with Local Binary Pattern Histogram Fourier Features scandinavian conference on image analysis. pp. 61- 70 ,(2009) , 10.1007/978-3-642-02230-2_7
C.D. Haworth, Y.R. Petillot, E. Trucco, Image processing techniques for metallic object detection with millimetre-wave images Pattern Recognition Letters. ,vol. 27, pp. 1843- 1851 ,(2006) , 10.1016/J.PATREC.2006.02.003