A novel sparse boosting method for crater detection in the high resolution planetary image. Issue 5 (1st September 2015)

• Record Type: Journal Article
• Authors: Wang, Yan; Yang, Gang; Guo, Lei
• Is Part Of: Advances in space research. Volume 56:Issue 5(2015)
• Page Start: 982
• Page End: 991
• Publication Date: 2015-09-01
• Subjects: Space sciences -- Periodicals; Astronautics -- Periodicals; Geophysics -- Periodicals; 500.505
• DOI: 10.1016/j.asr.2015.05.014
• Languages: English
• ISSNs: 0273-1177

Abstract

<abstract xml:lang="en" abstract-type="author-highlights" id="ab005"> <title id="st005">Highlights</title> <sec> <p id="sp0005"> <list id="l0005"> <list-item id="o0005"> <label></label> <p id="p0005">The SparseBoost method integrates an improved sparse kernel density estimator into the Boost algorithm.</p> </list-item> <list-item id="o0010"> <label></label> <p id="p0010">The RSDE-WL1 estimator is achieved by introducing weighted <italic>l</italic>₁ penalty term.</p> </list-item> <list-item id="o0015"> <label></label> <p id="p0015">An iterative algorithm is proposed to implement the RSDE-WL1 and the proper choice of parameters is discussed.</p> </list-item> </list> </p> </sec> </abstract>