Computer Science ›› 2018, Vol. 45 ›› Issue (11A): 234-237.
• Pattem Recognition & Image Processing • Previous Articles Next Articles
LOU Hao-feng1, ZHANG Duan2
CLC Number:
[1]LEGG P A,ROSIN P L,MARSHALL D,et al.Feature Neighbourhood Mutual Information for multi-modal image registration:An application to eye fundus imaging[J].Pattern Recognition,Elsevier,2015,48(6):1937-1946. [2]SONG G,HAN J,ZHAO Y,et al.A Review on Medical Image Registration as an Optimization Problem[J].Current Medical Imaging Reviews,2017,13(3):274-283. [3]PANDA R,AGRAWAL S,SAHOO M,et al.A novel evolutio-nary rigid body docking algorithm for medical image registration[J].Swarm & Evolutionary Computation,2017,33:108-118. [4]WINTER S,BRENDEL B,PECHLIVANIS I,et al.Registration of CT and intraoperative 3-D ultrasound images of the spine using evolutionary and gradient-based methods[J].IEEE Tran-sactions on Evolutionary Computation,2008,12(3):284-296. [5]刘哲,宋余庆,王栋栋.自适应变异差分算法与Powell算法相结合的医学图像配准[J].计算机科学,2017,44(11):297-300. [6]HANSEN N.The CMA Evolution Strategy:A Tutorial[J/OL].http://www2.fiit.stuba.sk/~kvasnicka/Seminar_of_AI/Hansen_CMA_tutorial.pdf. [7]李焕哲,吴志健,汪慎文,等.协方差矩阵自适应演化策略学习机制综述[J].电子学报,2017,45(1):238-245. [8]NISHID K,AKIMOTO Y.Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient[C]∥Genetic and Evolutionary Computation Conference.ACM,2016:237-244. [9]MOHAMMADI H,RICHE R L,TOUBOUL E.Making EGO and CMA-ES Complementary for Global Optimization[M]∥Learning and Intelligent Optimization.Springer International Publishing,2015:287-292. [10]BOUZARKOUNA Z,AUGER A,DING D Y.Investigating the Local-Meta-Model CMAES for Large Population Sizes[M]∥Applications of Evolutionary Computation.Springer Berlin Heidelberg,2010:402-411. [11]LOSHCHILOV I,SCHOENAUER M.Comparison-based optimizers need comparison-based surrogates[C]∥International Conference on Parallel Problem Solving From Nature.Springer-Verlag,2010:364-373. [12]KRUISSELBRINK J W,EMMERICH M T M,DEUTZ A H,et al.A robust optimization approach using Kriging metamodels for robustness approximation in the CMAES[C]∥Evolutionary Computation.IEEE,2010:1-8. [13]别术林.基于互信息的医学图像配准算法研究[D].北京:北京交通大学,2014. [14]HANSEN N,OSTERMEIER A.Adapting arbitrary normal mutation distributions in evolution strategies:the covariance matrix adaptation[C]∥IEEE International Conference on Evolutionary Computation.IEEE,1996:312-317. [15]HOWARD W R.Pattern Recognition and Machine Learning[M]∥Pattern Recognition and Machine Learning.Springer,2006:461-462. [16]SEEGER M.Gaussian processes for machine learning[J].International Journal of Neural Systems,2004,14(2):69-106. [17]LOSHCHILOV I,SCHOENAUER M,SEBAG M.Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy[C]∥Conference on Genetic and Evolutionary Computation.ACM,2012:321-328. [18]SHAHRIARI B,SWERSKY K,WANG Z,et al.Taking the Human Out of the Loop:A Review of Bayesian Optimization[J].Proceedings of the IEEE,2015,104(1):1-24. [19]SNOEK J,LAROCHELLE H,ADAMS R P.Practical bayesian optimization of machine learning algorithms[C]∥Advances in Neural Information Processing Systems.MIT Press,2012:2951-2959. [20]COLLINS D L,ZIJDENBOS A P,KOLLOKIAN V,et al.Design and construction of a realistic digital brain phantom[J].IEEE Transactions on Medical Imaging,1998,17(3):463-468. |
[1] | HUA Liang,DING Li-jun,HUANG Yu,FENG Hao and GU Ju-ping. Approach for 3D Medical Image Registration Based on Clifford Algebra Geometrical Invariance [J]. Computer Science, 2014, 41(6): 304-308. |
[2] | DANG Jian-wu,HANG Li-hua,WANG Yang-ping and DU Xiao-gang. 2D-3D Medical Image Registration Based on GPU [J]. Computer Science, 2013, 40(4): 306-309. |
[3] | . Baseline Algorithm Based on Adaptive Gaussian Process Machine Learning [J]. Computer Science, 2012, 39(11): 79-82. |
[4] | LI Xiong-fei,ZHANG Cun-li,LI Hong-peng,ZANG Xue-bai. Development of Medical Image Registration Technology [J]. Computer Science, 2010, 37(7): 27-33. |
[5] | LIU Chang-hong,YANG Yang,CHEN Yong. Incrementally Learning Human Pose Mapping Model [J]. Computer Science, 2010, 37(3): 268-270. |
[6] | WANG Xiu-mei ,GAO Xin-bo ( School of Electronic Engineering, Xidian University, Xi'an 710071, China ). [J]. Computer Science, 2009, 36(3): 189-192. |
|