School of Electronic Engineering
Xi’an 710071, China
Computer vision and machine learning
Intelligent information processing
Image analysis and understanding
received the B. S., M. S. and Ph.D degrees from Xidian University, Xi’an, China, in 2002, 2005 and 2008, respectively. From2006 to 2007, she was with the Visual Computing and Image Processing Lab of Oklahoma State University (OSU) as a visiting student. She is currently a Professor of School of Electronic and Engineering in Xidian University.
Digital Signal Processing and DSP: For junior students of School of Aerospace Science and Technology, Xidian University. 2018 Spring.
Digital Signal Processing: For junior students of School of Electronic Engineering, Xidian University. 2010- now.
Modern Image Analysis: For graduate students of School of Electronic Engineering, Xidian University. 2010-now.
PI: “Research on image recognition using deep visual-semantic model with joint text prior and multi-labels”, National Science Foundation of China (NSFC), 1/1/2016 - 12/31/2019.
PI: “Context-aware based pornography image and video classification”, National Science Foundation of China (NSFC), 1/1/2013 - 12/31/2015.
PI: “Image scene understanding based on deep visual-semantic heterogeneous information”, China Postdoctoral Science Foundation, 1/1/2016 - 12/31/2018.
PI: “Research on discrete to continues facial image synthesis methods”, Ph.D. Programs Foundation of the Ministry of Education of China, 1/1/2010-12/31/2012
CO-PI: “Multi-view adaptive Hash learning and its application”, National Science Foundation of China (NSFC), 1/1/2016 -12/31/2019.
1. Xinbo Gao, Yonghong Kuo, Chunna Tian. Digital Signal Processing. China higher education press, 2014.
2. Xinbo Gao, Jie Li, Chunna Tian. Modern Image Analysis. Xidian University press, 2010.
1. Chunna Tian, Guoliang Fan, XinboGao, Qi Tian. Multi-view face recognition: From TensorFace to V-TensorFace and K-TensorFace. IEEE Trans. on Systems, Man, and Cybernetics-PartB, 42(2):320-330, 2012.
2. Chunna Tian, Xinbo Gao, Wei Wei, Hong Zheng, Visual tracking based on the adaptive color attention tuned sparse generative object model. IEEE Transactions on Image Processing, 24(12):5236-5248, 2015.
3. ChunnaTian, Xinbo Gao*, Haiyang Li. Photo-realistic 2d expression transfer based on FFT and modified Poisson image editing, Neurocomputing, 309(2):1-10, 2018.
4. Chunna Tian, Yong Xia, Xiangnan Zhang, Xinbo Gao. Natural scene text detection with mc-mr candidate extraction and coarse-to-fine filtering. Neurocomputing, 10(260):112-122, 2017.
5. Chunna Tian, Xiangnan Zhang, Wei Wei, Xinbo Gao. Pornographic image detection based on color-saliency preserved mixture deformable part model. Multimedia Tools and Applications, 77(6): 6629-6645, 2018
6. Wei Wei, Chunna Tian, Stephen John Maybank, Yanning Zhang, Facial expression transfer method based on frequency analysis. Pattern Recognition, 49:115-128, 2016.
7. XinboGao, ChunnaTian. Multi-view face recognition based on tensor subspace analysis and view manifold modeling. Neurocomputing, 72(16-18): 3742-3750, 2009.
8. Lei Zhang, Wei Wei, Chunna Tian, Fei Li, Yanning Zhang, Exploring structured sparsity by a reweighted laplace prior for hyperspectral compressive sensing. IEEE Transactions on Image Processing, 25(10):4974-4988, 2016.
9. Wei Wei, Yanning Zhang, Chunna Tian, Latent subclass learning based unsupervised ensemble feature extraction method for hyperspectral image classification. Remote Sensing Letters, 6(4):257-266, 2015.
10. Wei Wei, Yanning Zhang, Chunna Tian, Multi-pose face synthesis from a single 2D reference image. Journal of Computational Information Systems, 7(15):5484-5492, 2011.
11. Wei Wei, Yanning Zhang, Chunna Tian, Head pose estimation method based on pose manifold and tensor decomposition. Journal of Systems Engineering and Electronics, 21(5):907-913, 2010.
12. Xinbo Gao, Juanjuan Zhong, Jie Li, Chunna Tian. Face sketch synthesis algorithm based on machine learning. IEEE Trans. on Circuits and Systems for Video Technology (IEEE-TCSVT), 2008, Vol.18, No.4, pp.487-496.
13. Lei Zhang, Wei Wei, Yanning Zhang, Hangqi Yan, Fei Li, Chunna Tian, Locally similar sparsity based hyperspectral compressive sensing using unmixing. IEEE Transactions on Computational Imaging, 2(2): 5236-5248, 2016.
14. ChunnaTian, XinboGao, Jie Li. Active learned multi-view face detection tree using fuzzy cluster validity analysis. Lecture Notes in Computer Science, 2006, Vol. 4223, pp.813-821.
15. Jie Li, XinboGao, ChunnaTian. FCM-based clustering algorithm ensemble for large data sets. Lecture Notes in Computer Science, Vol.4223, pp.559-567, 2006.
16. ChunnaTian, XinboGao. Fast interactive segmentation algorithm of image sequences based on relative fuzzy connectedness. Journal of Systems Engineering and Electronics, 16(4): 750-755, 2005.
1. Chunna Tian, Xiangnan Zhang, Xinbo Gao, Wei Wei, Pornographic image classification based on top down color-saliency based BoW representation. IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC2014), pp.273-278, Wuhan, China, 2014.10.18-2014.10.19. Oral
2. Chunna Tian, Guoliang Fan, XinboGao. Multi-view face recognition by nonlinear tensor decomposition. International Conference on Pattern Recognition(ICPR2008), 2008, Florida, USA, pp.1-4.
3. Chunna Tian, XinboGao, Jie Li. A valid multi-view face detection tree based on FloatBoost learning. IEEE International Conference on Image Processing (ICIP2006), 2006, Atlanta, GA, USA, pp.2653-2656.
4. Yong Li, Lei Zhang, Chunna Tian, Chen Ding, Yanning Zhang, Wei Wei. Hyperspectral image super-resolution extending: an effective fusion based method without knowing the spatial transformation matrix. IEEE International Conference on Multimedia and EXPO (ICME2017), Hong Kong, China, 2017.7.10-2017.7.14. Accepted. Oral
5. Haiyang Li, Chunna Tian*, Bo Yuan, Wei Wei. Fast DCT based expression extraction and lifelike transferring for facial images. IEEE International Conference of Signal Processing (ICSP2016), pp.1697-1700, Chengdu, China, 2016.11.6-2016.11.10. Oral
6. Mengmeng Wang, Chunna Tian*, Wei Wei. Robust tracking by selecting object-related candidates with deep features. International Conference on Signal Processing (ICSP2016), pp.352-357, Chengdu, China, 2016.11.6-2016.11.10. Oral
7. Wei Wei, Chunna Tian*, Yanning Zhang. A two-stage facial landmark localization method. IEEE International Conference on Orange Technology (ICOT2015), pp.157-160, Hong Kong, China, 2015.12.19-2015.12.22.
8. JuanjuanZhong, XinboGao, ChunnaTian. Face sketch synthesis using E-HMM and selective ensemble. IEEE International Conference on Acoustics, Speech and Signal Processing (ICCASP2007), 2007, Honolulu, HI, United States, pp.1485-1488.
9. Wei Wei, Lei Zhang, Yanning Zhang, Cong Wang, Chunna Tian, Hyperspectral image denoising from an incomplete observation. IEEE International Conference on Orange Technology (ICOT2015), pp.177-180, Hong Kong, China, 2015.12.19-2015.12.22.
10. Ruijiao Zheng, Chunna Tian*, Haiyang Li, Minglangjun Li, Wei Wei, Pacific-Rim Conference on Multimedia (PCM2015), pp.477-487, Gwangju, South Korea, 2015.9.16-2015.9.18.
11. Lei Zhang, Wei Wei, Yanning Zhang, Chunna Tian, Fei Li, Reweighted Laplace prior based hyperspectral compressive sensing for unknown sparsity. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2015), pp.2274-2281, Boston, USA, 2015.6.7-2015.6.12.
12. Wei Wei, Chunna Tian, Yanning Zhang, Robust face pose classification method based on geometry preserving visual phrase. IEEE International Conference on Image Processing (ICIP2014), pp.3342-3346, Paris, France, 2014.10.27-2014.10.30.
13. Jianqiang Yan, Dacheng Tao, ChunnaTian, XinboGao, Xuelong Li. Chinese text detection and location for images in multimedia messaging service. IEEE International Conference on Systems Man and Cybernetics (SMC2010), 2010, 10-13 Oct., Istanbul, Trukey, pp.3896-3901.
n First Prize Award of Provincial Science and Technology Progress, Shaanxi, China (2010, 2011)
n First Prize Award of Provincial excellent academic paper award of natural science, Shaanxi, China (2010)
Reviewer and Membership
n IEEE Member (Since 2007)
n IET Committe Member(Since 2010)
n Reviewer of Journals (IEEE Transactions on Image Processing, IEEE Transactions on Geoscience and Remote Sensing, Pattern Recognition, Neurocomputing, etc.)
n Member of China Society of Image and Graphics
n The 8th International Conference on Internet Multimedia Computing and Service (ICIMCS), Xi’an, China, 2016
n ACM International Conference on Image and Video Retrieval(CIVR), Xi’an, China, 2010