研究领域

智能计算与模式识别

图像配准与融合，盲图像恢复与重建，图像超分辨，随机优化算法

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[1] 夏又生， 陈天平，J. Shan，A novel iteration method for computing generalized inverse，Neural Computation, vol.26, pp. 449-465 , 2014 [2] 夏又生, A Compact Cooperative Recurrent Neural Network for Computing General Constrained L-1 Norm Estimators，IEEE Transactions on Signal Processing， vol.57, pp. 3693-3697,2009。 [3] 夏又生, G. Feng, and J. Wang, ``A novel recurrent neural network for solving nonlinear optimization problems with inequality constraints”, IEEE Transactions on Neural Networks, vol.19,1340-1353, 2008 [4] 夏又生and M. Kamel, ``Cooperative Recurrent Neural Networks for solving L1 estimation problems with general linear constraints," Neural Computation, vol. 20, pp.844-872, 2008. [5] 夏又生, New cooperative recurrent neural networks for solving constrained variational inequality problems， Science in China: Information sciences, vol.52, 1766-177, 2009. [6] Sun C., 夏又生, An analysis of a neural dynamical approach to solving optimization Problems，IEEE Transactions on Automatic Control,vol. 54, pp. 1972-1977,2009. [7] 夏又生and G. Feng, ``A New Neural Network for Solving Nonlinear Projection equations," Neural Networks, vol. 20, pp. 577-589, 2007. [8] 夏又生, G. Feng, and M. S Kamel, Development and analysis of neural dynamical approaches to solving nonlinear programming problems, IEEE Transactions on Automatic Control, Vol 52, pp. 2154-2159, 2007. [9] 夏又生, G. Feng, and J. Wang, ``A Primal-Dual Neural Network for On-Line Resolving Constrained Kinematic Redundancy," IEEE Transactions on Systems, Man and Cybernetics - Part B, vol. 35, pp. 54-64, 2005. [10] 夏又生, ``An extended projection neural network for constrained optimization", Neural Computation, vol. 16, no. 4, pp. 863-883, 2004. [11] 夏又生, ``Further results on global convergence and stability of globally projected dynamical systems," Journal of Optimization Theory and Applications, vol. 122, pp.627-149, 2004. [12] 夏又生 and F. Gang, ``On Convergence Rate of Projection Neural Networks," IEEE Transactions on Automatic Control, vol.49, pp. 91-96, 2004. [13] 夏又生and J. Wang, ``A General Projection neural network for solving monotone variational inequality and related optimization problems", IEEE Transactions Neural Networks}, vol.15, pp. 318-328, 2004. [14] 夏又生,J. Wang, and L. M. Fork, ``Grasping Force Optimization for Multifingered Robotic Hands Using a Recurrent Neural Network," IEEE Transactions on Robotics and Automation, vol. 20, pp. 549-554, 2004.