参考文献
第一讲－概述
HD Cheng, XH Jiang, Y Sun, Jingli Wang. Color image segmentation: advances and prospects. Pattern Recognition, Vol. 34, No. 12. pp. 2259-2281, Dec. 2001
第二讲－空间域图像增强
C.W.Nog, T.C.Pong, and R.T.Chin. Video Partition by Temporal Slice Coherency. IEEE Transactions on Circuits and Systems for Video Technology, Aug. 2001.
第三讲－彩色图像处理
Smith, A.R. Color Gamut Transform Pairs. Proc. SIGGRAPH' 78, published as Computer Graphics, vol. 12, no. 3, pp. 12-19, 1978.
MacAdam, D.L. Visual Sensitivities to Color Differences in Daylight. J. Opt. Soc. Am., vol. 32, pp. 247-274, 1942.
Liu, J., and Yang, Y.-H. multiresolution color image segmentation. IEEE Trans Pattern Anal. Machine Intell., vol. 26, no. 5, pp. 647-661, 1994.
Shafarenko, L., Petrou, M., and Kittler, J. histogram-based segmentation in a perceptually uniform color space. IEEE Trans. Image Processing, vol. 7, no. 9, pp. 1354-1358, 1998.
第四讲－基于内容的图像检索
B.S. Manjunath and W.Y. Ma. Texture Feature for Browsing and Retrieval of Image Data. IEEE Transaction on Pattern Analysis and Machine Intelligence., vol. 18, no. 8, August 1996.
Hui Yu, Mingjing Li, Hong-Jiang Zhang, Jufu Feng. Color Texture Moments for Content-based Image Retrieval. International Conference on Image Processing, 2002.
G. E. Hinton and R. R. Salakhutdinov. Reducing the Dimensionality of Data with Neural Networks. Science, 313(5786), 504-507, 2006.
Tianjun Xiao, Yichong Xu, Kuiyuan Yang, Jiaxing Zhang, Yuxin Peng and Zheng Zhang. The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification. IEEE Conference on Computer Vision and Pattern Recognition, 2015.
Kaiming He, Xiangyu Zhang, Shaoqing Ren and Jian Sun. Deep Residual Learning for Image Recognition. IEEE Conference on Computer Vision and Pattern Recognition, 2016.
第五讲－傅立叶变换
Bakir, T., and Reeves, J. S. A Filter Design for Minimizing Ringing in a Region of Interest in MR Spectroscopic Images. IEEE Trans. Medical Imaging, vol. 19, no. 6, pp. 585-600, 2000.
Cooley, J. W. and Tukey, J. W. An Algorithm for the Machine Calculation of Complex Fourier Series. Math. of Comput., vol. 19, pp. 297-301, 1965.
Cooley, J. W., Lewis, P. A. W, and Welch, P. D. The Fast Fourier Transform and Its applications. IEEE Trans. Educ., vol. E-12, no. 1. pp 27-34, 1969.
第六讲－频率域图像增强
S. G. Mallat. A Theory for Multiresolution Signal Decomposition: The Wavelet Representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989.
D. J. Heeger, J. R. Bergen. Pyramid-Based Texture Analysis/Synthesis. International Conference on Image Processing, Vol. 3, 1995.
R. L. Claypoole, G. M. Davis, Wim Sweldens, and R. G. Baraniuk. Nonlinear Wavelet Transforms for Image Coding via Lifting. IEEE Transactions on Image Processing, Vol. 12, No. 12, Dec 2003.
第七讲－图像复原
Hwng, H. , and Haddad, R. A. Adaptive Median Filter: New Algorighms and Results. IEEE Trans. Image Processing, vol. 4, no. 4, pp. 499-502, 1995.
Giannakis, G. B., and Heath, R. W., Jr. Blind Identification of Multichannel FIR Blurs and Perfect Image Restoration. IEEE Trans. Image Processing, vol. 9, no. 11, pp. 1877-1896, 2000.
Eng, H.-L., and Ma, K.-K. Noise Adaptive Soft-Switching Median Filter. IEEE Trans. Image Processing, vol. 10, no. 2, pp. 242-251, 2001.
第八讲－图像压缩
Shannon, C. E. A Mathematical Theory of Communication. The bell Sys. Tech. J., pp. 379-423, 1948.
Ziv, J., and Lempel, A. A Universal Algorithm for Sequential Data Compression. IEEE Trans. Info. Theory, vol. IT-23, no. 3, pp. 337-343, 1977.
Ziv, J., and Lempel, A. Compression of Individual Sequences Via Variable-Rate Coding. IEEE Trans. Info. Theory, vol IT-24, no. 5, pp. 530-536, 1978.
Boulgouris, N. V., Tzovaras, D., and Strintzis, M. G. Lossless Image Compression Based on Optimal Prediction, Adaptive Lifting, and Conditional Arithmetic Coding. IEEE Trans. Image Processing, vol. 10, no. 1, pp. 1-14, 2001
Martin, M. B., and Bell, A. E. New image compression techniques using multiwavelets and multiwavelet packets. IEEE Trans. Image Processing, vol. 10, no. 4, pp. 500-510, 2001
第十讲－形态学图像处理
Jones, R., and Svalbe, I. Algorithms for the Decomposition of Gray-Scale Morphological Operations. IEEE Trans. Pattern Anal. Machine Intell., vol. 16, no. 6, pp. 581-588, 1994.
Park, H., and Chin, R. T. Decomposition of Arbitrarily-Shaped Morphological Structuring. IEEE Trans. Pattern Anal. Machine Intell., vol. 17, no. 1, pp. 2-15, 1995.
Sussner, P., and Ritter, G. X. Decomposition of Gray-Scale Morphological Templates Using the Rank Method. IEEE Trans. Pattern Anal. Machine Intell., vol. 19, no. 6, pp. 649-658, 1997.
第十一讲－图像分割
Qian, R. J., and Huang, T. S. Optimal Edge Detection in Two-Dimensional Images. IEEE Trans. Image Processing, vol. 5, no. 7, pp. 1215-1220, 1996.
Carson, C. Belonqie, S. Greenspan, H. and Malik, J. Blobworld: image segmentation using expectation-maximization and its application to image querying. IEEE Trans. Pattern Anal. Machine Intell., vol. 24, pp. 1026-1038, 2002.
J. R. R. Uijlings, K. E. A. van de Sande, T. Gevers and A. W. M. Smeulders. Selective Search for Object Recognition. International journal of computer vision, Vol. 104, no. 2, pp. 154-171, 2013.
C. Lawrence Zitnick and Piotr Dollar. Edge Boxes: Locating Object Proposals from Edges. European Conference on Computer Vision, 2014.
Wenxuan Xie, Yuxin Peng, and Jianguo Xiao. Weakly-Supervised Image Parsing via Constructing Semantic Graphs and Hypergraphs. 22nd ACM international conference on Multimedia, 2014.
第十二讲－表示与描述
Saif Zahir and Kal Dhou. A New Chain Coding Based Method for Binary Image Compression and Reconstruction. Picture Coding Symposium (PCS) 2007.
Bengtsson, A., and Eklundh. Shape Representation by Multiscale Contour Approximation. IEEE Trans. Pattern Anal. Machine Intell, 1991.
Cheung, K. K. T., and Teoh, E. K. Symmetry Detection by Generalized Complex Moments: A Closed-Form Solution. IEEE Trans. Pattern Anal. Machine Intell., vol. 21, no. 5, pp. 466-476, 1999.
