::Publications::
Year : [2018] [2017] [2016-2003]
 

2018

  1. Zhenxing Niu, Gang Hua, Le Wang, Xinbo Gao. Knowledge Based Topic Model for Unsupervised Object Discovery and Localization. IEEE Trans. on Image Processing (IEEE-TIP), Vol.27, No.1, pp.50-63, 2018.

  2. Dapeng Tao, Yanan Guo, Yaotang Li, Xinbo Gao. Tensor Rank Preserving Discriminant Analysis for Facial Recognition. IEEE Trans. on Image Processing (IEEE-TIP), Vol.27, No.1, pp.325-334, 2018.

  3. Zhicheng Jiao, Xinbo Gao, Ying Wang, Jie Li. A Parasitic Metric Learning Net for Breast Mass Classification Based on Mammography. Pattern Recognition, Vol.75, pp.292-301, 2018. (SCI:, EI: 20173003977903)

  4. Zhicheng Jiao, Xinbo Gao, Ying Wang, Jie Li, Haojun Xu. Deep Convolutional Neural Networks for mental load classification based on EEG data. Pattern Recognition, Vol.76, pp.582-595, 2018.

  5. Nannan Wang, Xinbo Gao, Jie Li. Random Sampling for Fast Face Sketch Synthesis. Pattern Recognition, Vol.76, pp.215-227, 2018.

  6. Kaibing Zhang, Jie Li, Haijun Wang, Xiuping Liu, Xinbo Gao. Learning Local Dictionaries and Similarity Structures for Single Image Super-resolution. Signal Processing, Vol.142, pp.231-243, 2018.

  7. Nannan Wang, Xinbo Gao, Dacheng Tao, Heng Yang, Xuelong Li. Facial Feature Point Detection: A Comprehensive Survey. Neurocomputing, Vol.275, pp.50-65, 2018.

  8. Chao Pan, Jie Li, Ying Wang, Xinbo Gao. Collaborative learning for hyper- spectral image classification. Neurocomputing, Vol.275, pp.2512-2524,2018.

  9. Xinxia Fan, Yanhua Yang, Cheng Deng, Jie Xua, Xinbo Gao. ompressed multi-scale feature fusion network for single image super-resolution, Signal Processing, Vol.146, pp.50-60, May 2018.

  10. Mingjin Zhang, Jie Li, Nannan Wang, and Xinbo Gao. Compositional Model-based Sketch Generator in Facial Entertainment. IEEE Trans. on Cybernetics (IEEE TCy), Vol.48, No.3, pp. 904-915, 2018.

  11. Yang Liu, K. Wen, Quanxue Gao, Xinbo Gao, Feiping Nie. SVM based Multi-lable Learning with Missing Labels for Image Annotation. Pattern Recognition, Vol.78, pp.307-317, June 2018.

  12. Xi Yang, Xinbo Gao, Bin Song, Dong Yang. Aurora Image Search with Contextual CNN Feature. Neurocomputing, Vol.281, pp.67-77, 2018.

  13. Qianqian Wang, Quanxue Gao, Xinbo Gao, Feiping Nie. L2,p-norm based PCA for Image Recognition. IEEE Transactions on Image Processing (IEEE TIP), 2018. DOI: 10.1109/TIP.2017.2777184

  14. Qianqian Wang, Quanxue Gao, Deyan Xie, Xinbo Gao, Yong Wang. Robust DLPP With Nongreedy ℓ1-Norm Minimization and Maximization. IEEE Trans. on Neural Networks and Learning Systems (IEEE TNNLS), 2018.

  15. Chunna Tian, Xiangnan Zhang, Wei Wei, Xinbo Gao. Color Pornographic Image Detection based on Color-saliency Preserved Mixture Deformable Part Model. Multimedia Tools and Applications (MTA), 2018. doi:10.1007/s11042-017-4576-2

  16. Xi Yang, Xinbo Gao, Bin Song, Nannan Wang, and Dong Yang. ASI Aurora search: An Attempt of Intelligent Image Processing for Circular Fisheye Lens. Optics Express, Vol.26, No,7, pp.7985-8000, 2018. 

  17. Zhang Yongquan, Ji Hongbing, Gao Xinbo, Hu Qi. An Ellipse Extended Target CBMeMBer Filter Using Gamma and Box-Particle Implementation. Signal Processing, Vol.149, pp.88-102, 2018.

  18. Quanxue Gao, Lan Ma, Yang Liu, Xinbo Gao, Feiping Nie. Angle 2DPCA: A New Formulation for 2DPCA. IEEE Trans. on Cybernetics (IEEE-TCyb), Vol.48, No.5, pp.1672-1678, 2018.

  19. Nannan Wang, Wenjin Zha, Jie Li, Xinbo Gao. Back Projection: An Effective Postprocessing Method for GAN-based Face Sketch Synthesis. Pattern Recognition Letters, Vol.107, pp.59-65, 2018.

  20. Decheng Liu, Jie Li, Nannan Wang, Chunlei Peng, Xinbo Gao. Composite Components-based Face Sketch Recognition. Neurocomputing, Vol.302, pp.46-54, 2018. 

  21. Chongyue Zhao, Xinbo Gao, William J. Emery, Ying Wang, Jie Li. An Integrated Spatio-Spectral-Temporal Sparse Representation Method for Fusing Remote Sensing Images with Different Resolutions. IEEE Trans. on Geoscience and Remote Sensing (IEEE TGRS), Vol.56, No.6, pp.3358-3370, 2018.

  22. Chunna Tian, Haiyang Li, Xinbo Gao. Photo-realistic 2D expression transfer based on FFT and modified Poisson image editing. Neurocomputing, Vol.309, pp.1-10, 2018.

  23. Yue Song, Yang Liu, Quanxue Gao, Xinbo Gao, Feiping Nie, Rongmei Cui. Euler Label Consistent K-SVD for image classification and action recognition. Neurocomputing, Vol.310, pp.277-286, 2018.  

  24. Shengchuan Zhang, Rongrong Ji, Ling Cai, XinboGao. Face Sketch Aging via Aging Oriented Principal Component Analysis. Pattern Recognition Letters, Vol.109, pp.65-71, 2018. 

  25. Jinglei Li, Xinbo Gao, Qinghai Yang, Wen Gao, and Kyung Sup Kwak. Neural-Network Aided Dynamic Control for Delivering Media Streams in Selfish Wireless Networks with Unknown Node-Selfishness. IEEE Access, 2018.

  26. Wenliang Qiu, Xinbo Gao, Bing Han. Eye Fixation Assisted Video Saliency Detection via Total Variation-Based Pairwise Interaction. IEEE Trans. Image Processing (IEEE TIP), Vol.27, No.10, pp.4724-4739, 2018. 

  27. Cheng Deng, Zhaojia Chen, Xianglong Liu, Xinbo Gao,and Dacheng Tao. Triplet-Based Deep Hashing Network for Cross-Modal Retrieval. IEEE Trans. on Image Processing (IEEE TIP), Vol.27, No.8, pp.3893-3903, 2018.

  28. Xiangnan Zhang, Xinbo Gao, Chunna Tian. Text detection in natural scene images based on color prior guided MSER. Neurocomputing, Vol.307, pp.61-71, 2018. 

  29. Xiaodan Zhang, Xinbo Gao, Wen Lu, Lihuo He, Qi Liu. Dominant vanishing point detection in the wild with application in composition analysis. Neurocomputing, Vol.311, pp.260-269, 2018. 

  30. Nannan Wang, Xinbo Gao, Leiyu Sun, and Jie Li. Anchored Neighborhood Index for Face Sketch Synthesis. IEEE Trans on Circuits and Systems for Video Technology (IEEE TCSVT), 2017. 

  31. Jianqiang Yan, Xinbo Gao. Pornographic video detection with MapReduce. International Journal of Machine Learning and Cybernetics (2017). doi:10.1007/s13042-017-0693-5

  32.  Di Wang, Quan Wang, Xinbo Gao. Robust and Flexible Discrete Hashing for Cross-Modal Similarity Search. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2017.

  33. Bo Yuan, Xinbo Gao, Zhenxing Niu. Discovering Latent Aspects for Diversity-induced Image Retrieval. IEEE Multimeida, 2017. DOI: 10.1109/MMUL.2018.112142809. 

  34. Bin Wang, Xiuying Yuan, Xinbo Gao, Xuelong Li, Dacheng Tao. A Hybrid Level Set with Semantic Shape Constraint for Object Segmentation. IEEE Trans. on Cybernetics (IEEE TCyb), 2018.

  35. Quanxue Gao, Sai Xu, Fang Chen, Chris Ding, Xinbo Gao, Yunsong Li. R12-DPCA and Face Recognition. IEEE Trans. on Cybernetics (IEEE TCyb), 2018.

  36. Qi Liu, Xinbo Gao, Lihuo He,Wen Lu. Single Image Dehazing With Depth-aware Non-local Total Variation Regularization. IEEE Transactions on Image Processing (IEEE TIP), Vol., No., pp., June 23, 2018.

  37. Ping Wang, Bing Han, Jie Li, Xinbo Gao. Structural Reweight Sparse Subspace Clustering. Neural Processing Letters, Vol., No., pp., 2018.  

  38. B. Cao, Nannan Wang, X.-B. Gao, and J. Li. Asymmetric Joint Learning for Heterogeneous Face Recognition. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), February 2-7, 2018, Hilton New Orleans Riverside, New Orleans, Louisiana, USA.

  39. M. Zhang, N. Wang, Y. Li, R. Wang, and X.-B. Gao. Face Sketch Synthesis from Coarse to Fine. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), February 2-7, 2018, Hilton New Orleans Riverside, New Orleans, Louisiana, USA.

  40. Zhonggui Sun, Xinbo Gao, Dongmei Zhang. A Nonlocal Operator Model for Morphological Image Processing. 2017 IEEE International Conference on Image Processing (ICIP2017), p 230-234, February 20, 2018.

  41. Tianzhen Zhang, Xiumei Wang, Xinbo Gao, "Adaptive multi-view clustering based on nonnegative matrix factorization and pairwise co-regularization", Proc. SPIE 10615, Ninth International Conference on Graphic and Image Processing (ICGIP 2017), Proc. of SPIE Vol. 10615 106152Y-1-10, 2018.

  42. Zheng Hui, Xiumei Wang, Xinbo Gao. Fast and Accurate Single Image Super-Resolution via Information Distillation Network. Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR 2018), pp.723-731, June 18-22, 2018, Salt Lake City, Utah, USA.

  43. Chao Li, Cheng Deng, Ning Li, Wei Liu, Xinbo Gao, and Dacheng Tao. Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval. Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR 2018), pp.4242-4251, June 18-22, 2018, Salt Lake City, Utah, USA. 

  44. Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, Xinbo Gao.Deep Attribute Guided Representation for Heterogeneous Face Recognition. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), pp.835-841, July 13-19 2018, Stockholm, Sweden.

  45. Mingjin Zhang, Nannan Wang, Xinbo Gao, Yunsong Li. Markov Random Neural Fields for Face Sketch Synthesis. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), pp.1142-1148, July 13-19 2018, Stockholm, Sweden. 

  46. Ning Li, Chao Li, Cheng Deng, Xianglong Liu, Xinbo Gao. Deep Joint Semantic-Embedding Hashing. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), pp.2397-2403, July 13-19 2018, Stockholm, Sweden. 

  47. Zhuoqi Ma, Nannan Wang, Xinbo Gao, Jie Li. From Reality to Perception: Genre-Based Neural Image Style Transfer. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), pp.3491-3497, July 13-19 2018, Stockholm, Sweden. 

  48. 高新波. " AI 2. 0+"专辑序言. 模式识别与人工智能,Vol.31, No.1, pp. I-IV, 2018. 

  49. 王楠楠, 李洁, 高新波. 人脸画像合成研究的综述与对比分析. 模式识别与人工智能,Vol.31, No.1, pp.37-48, 2018. 

  50. 冯晓峰, 高新波, 宗 汝. 基于稳定匹配的认知无线网络协作物理层安全机制. 电子学报, Vol.46, No.5, pp.1095-1100, 2018. 

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2017

  1. Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li. Graphical Representation for Heterogeneous Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), Vol.39, No.2, pp.301-312, 2017.

  2. Nannan Wang, Shengchuan Zhang, Xinbo Gao, Jie Li, Bin Song, Zan Li. Unified framework for face sketch synthesis. Signal Processing, Vol.130, pp.1-11, 2017.

  3. Haijun Wang, Xinbo Gao, Kaibing Zhang, Jie Li. Fast Single Image Super-resolution Using Sparse Gaussian Process Regression. Signal Processing, Vol.134, pp.52–62, 2017.

  4. Dapeng Tao, Jun Cheng, Xinbo Gao, Xuelong Li, Cheng Deng. Robust Sparse Coding for Mobile Image Labeling on the Cloud. IEEE Trans. on Circuits and Systems for Video Technology (IEEE-TCSVT), Vol.27, No.1, pp.62-72, 2017.  

  5. Shengchuan Zhang, Xinbo Gao, Nannan Wang, Jie Li. Face Sketch Synthesis from a Single Photo-Sketch Pair. IEEE Trans. on Circuits and Systems for Video Technology (IEEE-TCSVT), Vol.27, No.2, pp.275-287, 2017.  

  6. Chunlei Peng, Xinbo Gao, Nanan Wang, Jie Li. Superpixel-based Face Sketch-Photo Synthesis. IEEE Trans. on Circuits and Systems for Video Technology (IEEE-TCSVT), Vol.27, No.2, pp.288-299, 2017.

  7. Yang Liu, Quanxue Gao, Shuo Miao, Xinbo Gao, Feiping Nie, Yunsong Li. A Non-greedy Algorithm for L1-norm LDA. IEEE Trans. on Image Processing (IEEE-TIP), Vol.26, No.2, pp.684-695, 2017.

  8. Yu Zheng, Jianping Fan, Ji Zhang, Xinbo Gao. Hierarchical Leaning of Multi-Task Sparse Metrics for Large-Scale Image Classification. Pattern Recognition, Vol.67, pp.97-109, 2017.

  9. Yanhua Yang, Cheng Deng, Dapeng Tao, Shaoting Zhang, Wei Liu, Xinbo Gao. Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition. IEEE Trans. on Cybernetics (IEEE-TCy), Vol.47. No.2, pp.439-448, 2017.

  10. Nannan Wang, Xinbo Gao, Leiyu Sun, and Jie Li. Bayesian Face Sketch Synthesis. IEEE Trans. on Image Processing (IEEE TIP), Vol.26, No.3, pp.1264-1274, 2017.

  11. Yanhua Yang, Cheng Deng, Shanglian Gao, Wei Liu, Dacheng Tao, Xinbo Gao. Discriminative Multi-Instance Multi-Task Learning for 3D Action Recognition. IEEE Trans. Multimedia (IEEE-TMM), Vol.19, No.3, pp.519-529, 2017.

  12. Yu Zheng, Xinbo Gao. Indoor Scene Recognition via Multi-task Metric Multi-kernel Learning from RGB-D Images. Multimedia Tools and Applications, Vol.76, No.3, pp.4427-4423, 2017.

  13. Qi Liu, Xinbo Gao, Lihuo He, Wen Lu. Haze removal for a single visible remote sensing image. Signal Processing, Vol.137, pp33-43, 2017.  

  14. Ya Su, Xinbo Gao, Xu-Cheng Yin. Fast Alignment for Sparse Representation based Face Recognition. Pattern Recognition, Vol.68, pp.211-221, 2017.

  15. Qianqian Wang, Quanxue Gao, Xinbo Gao, Feiping Nie. Optimal Mean Two-dimensional Principal Component Analysis with F-norm Minimization. Pattern Recognition, Vol.68, pp.286-294, 2017.

  16. Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li. Coarse-to-Fine Learning for Single-Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (IEEE-TNNLS), Vol.28, No.5, pp.1109-1122, 2017.

  17. Dapeng Tao, Dacheng Tao, Xuelong Li, and Xinbo Gao. 2016. Large sparse cone non-negative matrix factorization for image annotation. ACM Transactions on Intelligent Systems and Technology (ACM-TIST), Vol.8, No.3, Article 37 (April 2017), 21 pages.

  18. Wenliang Qiu, Xinbo Gao, Bing Han. A Superpixel-based CRF Saliency Detection Approach. Neurocomputing, Vol.244, pp.19-32, 2017.

  19. Haijun Wang, Xinbo Gao, Kaibing Zhang, JIe Li. Single Image Super-resolution Using Gaussian Process Regression with Dictionary-based Sampling and Student-t Likelihood. IEEE Transactions on Image Processing (IEEE TIP), Vol.26, No.7, pp.3556-3567, 2017.

  20. Jun Yu, Jitao Sang, Xinbo Gao. Machine learning and signal processing for big multimedia analysis. Neurocomputing, Vol.257, pp.1-4, 2017.

  21. Nan Zhu, Cheng Deng, Xinbo Gao. Image sharpening detection based on multiresolution overshoot artifact analysis. Multimedia Tools and Applications, Vol.76, No.15, pp.16563–16580, 2017.

  22. Chunna Tian, Yong Xia, Xiangnan Zhang, Xinbo Gao. Natural Scene Text Detection with MC-MR Candidate Extraction and Coarse-to-Fine Filtering. Neurocomputing, Vol.260, pp.112-122, 2017.

  23. Wei-Shi Zheng, Xinbo Gao, Yuanqing Li, Jianhuang Lai. Special issue on 2016 International Conference on Intelligence Science and Big Data Engineering. Neurocomputing, Vol.269, pp.117-119, 2017.

  24. Kaibing Zhang, Jie Li, Zenggang Xiong, Xiuping Liu, Xinbo Gao. Optimized Multiple Linear Mappings for Single Image Super-resolution. Optics Communications, vol.404, pp.169–176, 2017.

  25. Xiaofeng Feng, Xinbo Gao, Ru Zong. Cooperative Jamming for Enhancing Security of Cognitive Radio Networks with Multiple Primary Users. China Communications, Vol.14, No.7, pp.93-107, 2017.  

  26. Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao. Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), pp.1618-1625, February 4-9, 2017, San Francisco, California, USA.

  27. Qianqian Wang, Quanxue Gao, Xinbo Gao, Feiping Nie. Angle Principal Component Analysis. The 26th International Joint Conference on Artificial Intelligence (IJCAi 2017), pp.2836-2942, August 19-25, Melbourne, Australia.

  28. Jie Xu, Cheng Deng, Xinbo Gao, Dinggang Shen, Heng Huang. Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model. The 26th International Joint Conference on Artificial Intelligence (IJCAi 2017), pp.3880-3886, August 19-25, Melbourne, Australia.

  29. Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Li. Deep Graphical Feature Learning for Face Sketch Synthesis. The 26th International Joint Conference on Artificial Intelligence (IJCAi 2017), pp.3574-3580, August 19-25, Melbourne, Australia.

  30. Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, Gang Hua. Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding. International Conference on Computer Vision (ICCV2017), October 22-29, 2017, Venice, Italy. Accepted

  31. Bingjie Lin, Wen Lu, Lihuo He, Xinbo Gao. Blind Image Quality Assessment: Using Statistics of Color Descriptors in the DCT Domain. In: Sun Y., Lu H., Zhang L., Yang J., Huang H. (eds) Intelligence Science and Big Data Engineering. IScIDE 2017. Lecture Notes in Computer Science, vol 10559, pp.52-63. Springer, Cham, 2017.

  32. Huibing Dai, Lihuo He, Xinbo Gao, Zhaoqi Guo, Wen Lu. Cascade Error-Correction Mechanism for Human Pose Estimation in Videos. In: Sun Y., Lu H., Zhang L., Yang J., Huang H. (eds) Intelligence Science and Big Data Engineering. IScIDE 2017. Lecture Notes in Computer Science, vol 10559, pp.277-289. Springer, Cham, 2017.  

  33. Ning Lv, Xinbo Gao. A Cascaded Segmentation Method Based on Region Merging to Change Detection in Remote Sensing Images. In: Sun Y., Lu H., Zhang L., Yang J., Huang H. (eds) Intelligence Science and Big Data Engineering. IScIDE 2017. Lecture Notes in Computer Science, vol 10559, pp.379-389. Springer, Cham, 2017.  

  34. Bing Han, Fuyue Chu, Xinbo Gao, Yue Yan. A Multi-size Kernels CNN with Eye Movement Guided Task-Specific Initialization for Aurora Image Classification. CCF Chinese Conference on Computer Vision CCCV 2017: Computer Vision pp 533-544, 2017.

  35. Jingjing Yao, Wen Lu, Lihuo He, Xinbo Gao. Rank Learning for Dehazed Image Quality Assessment. CCF Chinese Conference on Computer Vision CCCV 2017: Computer Vision pp 295-308, 2017.

  36. Nannan Wang, Shengchuan Zhang, Chunlei Peng, Jie Li, Xinbo Gao. Chapter 6 Face Sketch Recognition via Data-Driven Synthesis. Handbook of Biometrics for Forensic Science, Advances in Computer Vision and Pattern Recognition, M. Tistarelli and C. Champod (eds.), pp.127-147, Springer International Publishing AG 2017.

  37. 韩 冰,贾中华,高新波. 改进的主成分分析网络极光图像分类方法. 西安电子科技大学学报,Vol.44, No.1, pp.83-88, 2017. (EI: 20171303500029)

  38. 冯晓峰,高新波,宗汝. 基于稳定匹配的认知无线网络协作物理层安全机制. 第十二届中国电子信息技术年会,《电子学报》,2017.

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