IEEE - Institute of Electrical and Electronics Engineers, Inc. - TrAdaBoost Based on Improved Particle Swarm Optimization for Cross-Domain Scene Classification With Limited Samples

Author(s): Li Yan ; Ruixi Zhu ; Yi Liu ; Nan Mo
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2018
Volume: 11
Page(s): 3,235 - 3,251
ISSN (Electronic): 2151-1535
ISSN (Paper): 1939-1404
DOI: 10.1109/JSTARS.2018.2859836
Regular:

Scene classification is usually based on supervised learning, but collecting instances is expensive and time-consuming. TrAdaBoost has achieved great success in transferring source instances to... View More

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