2017年发表论文-厦门大学模式分析与机器智能研究中心

学术成果

2017年发表论文

时间：2018-01-01 点击：

2017年团队发表学术期刊论文32篇(包括JCR1区论文4篇，JCR2区论文21篇)，国际会议论文20篇，新增专利9项，年度新增项目经费约1300余万元，包括2项国家自然科学基金-海峡联合基金重点支持项目。

2017年发表的学术论文

期刊论文

[1] Zeng K,Yu J,Wang R,*Li C,Tao D, 2017. Coupled deep autoencoder for single image super-Resolution, IEEE Transactions on Cybernetics, 47(1):27-37.（IEEE: SCI/EI, JCR1区）
[2] Chai J, Chen B, Liu F, Chen Z, *Ding X, 2017. Multiple-instance feature extraction at the bag and instance levels using the maximum trace-difference criterion, Information Sciences, 385: 353-377. （SCI/EI, JCR1区）
[3] Zai D, *Li J, Guo Y, 2017. Cheng M, Huang P, Cao X, Wang C, Pairwise registration of TLS point clouds using covariance descriptors and a non-cooperative game, ISPRS Journal of Photogrammetry and Remote Sensing, 134: 15-29 （Elsevier: SCI/EI, JCR1区）
[4] Fu X, Huang J, *Ding X, Liao Y, Paisley J, 2017. Clearing the Skies: A deep network architecture for single-image rain removal, IEEE Transactions on Image Processing, 26(6): 2944 - 2956. （IEEE: SCI/EI, JCR2区, CCF A类）
[5] *Qu Y, LiN, Shen F, Chang L, Yang W, & Yuan X, et al. 2017. Joint hierarchical category structure learning and large-scale image classification, IEEE Transactions on Image Processing, 26(9): 4331-4346.（IEEE:SCI/EI, JCR2区, CCF A类）
[6] Wang J, Wang Y, *Wang H. Adaptive appearance modeling with point-to-set metric learning for visual tracking. 2017. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol 27, pages 1987 - 2000. （IEEE: SCI/EI, JCR2区）
[7] Su L, *Li C, Lai Y and Yang J, 2017. A fast forgery detection algorithm based on exponential-fourier moments for video region duplication, IEEE Transactions on Multimedia, 2017, October 5, DOI 10.1109/TMM.2017.2760098 （IEEE: SCI/EI, JCR2区）
[8] Li Q, *Wang H, Yan Y, Li B. 2017. Local Co-occurrence Selection via Partial Least Squares for Pedestrian Detection. IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2017, Vol 18, pages 1549 - 1558.（IEEE: SCI/EI, JCR2区）
[9] Lai T, *Wang H, Yan Y, Zhao W. 2017. Motion segmentation via a sparsity constraint. IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2017, Vol 18, No. 4, pages 973 - 983.（IEEE: SCI/EI, JCR2区）
[10] Wang J, Zheng H, *Huang Y, Ding X, 2017. Vehicle type recognition in surveillance images from labeled web-nature data using deep transfer learning. IEEE Trans. Intelligent Transportation Systems, DOI:10.1109/TITS.2017.2765676.（IEEE: SCI/EI, JCR2区）
[11] Zai D, *Li J, Guo Y, Cheng M, Lin Y, Luo H, Wang C, 2017. 3D road boundary extraction from mobile laser scanning data via supervoxels and graph cuts, IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS. 2701403.（IEEE: SCI/EI, JCR2区）
[12] Huang P, *Cheng M, Chen Y, Luo H, Wang C, Li J, 2017. Traffic sign occlusion detection using mobile laser scanning point clouds. IEEE Transactions on Intelligent Transportation Systems, 18(9): 2364-2376.（IEEE: SCI/EI, JCR2区）
[13] Wu F, *Wen C, Guo Y, Wang J, Yu Y, Wang C, Li J, 2017. Rapid localization and extraction of street light poles in mobile LiDAR point clouds: a supervoxels-based approach. IEEE Transactions on Intelligent Transportation Systems, 18(2), 292-305.（IEEE: SCI/EI, JCR2区）
[14] Yu Y, *Li J, Guan H, Wang C, Wen C, 2017. Bag-of-contextual-visual-words for road scene object detection from mobile laser scanning data. IEEE Transactions on Intelligent Transportation Systems, 17(12), 3391-3406.（IEEE: SCI/EI, JCR2区）
[15] Lin Y, *Wang C, Chen B, Zai D, Li J, 2017. Facet segmentation based line segment extraction for large-scale point clouds, IEEE Transactions on Geoscience and Remote Sensing, 55(9): 4839-4854.（IEEE: SCI/EI, JCR2区）
[16] Huang P, *Cheng M, Chen Y, Zai D, Wang C, Li J. 2017. Solar potential analysis method using terrestrial laser scanning point clouds, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(3), 1221-1233.（IEEE: SCI/EI, JCR2区）
[17] *Huang Y, Zheng H, Liu C, Ding X, Rohde G, 2017. Epithelium-stroma classification via convolutional neural networks and unsupervised domain adaptation. IEEE Journal of Biomedical and Health Informatics, 21(6):1625-1633（IEEE: SCI/EI, JCR2区）
[18] Cheng M, Zhang H, Wang C, *Li J, 2017. Extraction and classification of road markings using mobile laser scanning point clouds, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(3), 1182-1196.（IEEE: SCI/EI, JCR2区）
[19] Zang Y, *Wang C, Yu Y, Luo L, Ke Y, Li J, 2017. Joint enhancing filtering for road network extraction, IEEE Transactions on Geoscience and Remote Sensing, 55(3), 1511-1525.（IEEE: SCI/EI, JCR2区）
[20] *Zhang Z, Xing F, Wang H, Yan Y, Huang Y, Shi X, Yang L. 2017. Revisiting graph construction for fast image segmentation. Pattern Recognition (PR),1-35.（SCI/EI, JCR2区）
[21] *Yan Y, Liu M, Chen S, Xiao F. 2017. A novel robust model fitting approach towards multiple-structure data segmentation. Neurocomputing, 239: 181-193（SCI/EI, JCR2区）
[22] Lai T, *Wang H, Yan Y and Zhang L. 2017. A unified hypothesis generation framework for multi-structure model fitting. Neurocomputing, Vol 222, pages 144 - 154.（SCI/EI, JCR2区）
[23] Cao L, Luo F, Chen L, Sheng Y, Wang H, Wang C, Ji R. 2017. Weakly supervised vehicle detection in satellite images via multi-instance discriminative learning. Pattern Recognition, 64, 417-424. (IEEE: SCI/EI, JCR2区).
[24] Zhong Z, *Li J, Luo Z, 2017. Chapman M, Spectral-spatial residual networks for hyperspectral image classification: a 3D deep learning framework, IEEE Transactions on Geoscience and Remote Sensing, DOI:10.1109/TGRS.2017.2755542 (IEEE: SCI/EI, JCR2区).
[25] Cai C, Zeng Y, Zhuang Y, Cai S, Chen L, Ding X, Bao L, *Zhong J, Chen Z, 2017. Single-Shot T2 Mapping Through OverLapping-Echo Detachment (OLED) Planar Imaging, IEEE Transactions on Biomedical Engineering, 64(10): 2450 - 2461.（IEEE: SCI/EI, JCR3区）
[26] Zhuang P, Fu X, Huang Y, *Ding X, 2017. Image enhancement using divide-and-conquer strategy, Journal of visual communication and image representation, 45: 137-146.（SCI/EI, JCR3区）
[27] Gong Z, *Wen C, Wang C, Li J, 2017. A target-free automatic self-calibration approach for multi-beam laser scanners, IEEE Transactions on Instrumentation and Measurement, 67(1): 238-240.（IEEE: SCI/EI, JCR3区）
[28] Lai T, *Wang H,Yan Y., Xiao G, 2017. Efficient guided hypothesis generation for multi-structure epipolar geometry estimation. Computer Vision and Image Understanding (CVIU), Vol 154, pages 152 - 165.（SCI/EI, JCR3区）
[29] Su L,*Li C, 2017. A novel passive forgery detection algorithm for video region duplication,Multidimensional Systems and Signal Processing, p 1-18, DOI 10.1007/s11045-017-0496-6（SCI/EI, JCR3区）
[30] Zou X, Cheng M, Wang C, Xia Y, Li J, 2017. Tree classification in complex forest point clouds based on deep learning, IEEE Geoscience and Remote Sensing Letters, 14(12): 2360-2364 (IEEE: SCI/EI, JCR3区).
[31] Zhang J, Yu J, Zhang K, Zheng X, *Zhang J, 2017. Computational aesthetic evaluation of logos, ACM Transactions on Applied Perception, 2017, 14(3): 1-21 （ACM SCI, JCR4区）

会议论文

[1] Yang J, Fu X, Hu Y, Huang Y, *Ding X, Paisley J. PanNet: Adeep network architecture for pan-sharpening , IEEE International Conference on Computer Vision(ICCV), Venice, Italy, 2017. （CCF A类）
[2] Fu X, Huang J, Zeng D, Huang Y, *Ding X, Paisley J. Removing rain from single images via a deep detail network, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017. （CCF A类）
[3] Huang Y, Zheng H, Liu C, Rohde G, Zeng D, Wang J, *Ding X. Epithelium-stroma classification in histopathological images via convolutional neural networks and self-taught learning, IEEE International conference on acoustic, speech, and signal processing (ICASSP), New Orleans, U.S.A, 2017.（CCF B类）
[4] Wang Y, Fan X, Liu X, Zheng C, Chen L, Wang C, Li J. Unlicensed taxis detection service based on large-scale vehicles mobility data. The 24th International Conference on Web Services (ICWS’17), Honolulu, Hawaii, USA, 2017 (CCF B类)
[5] Chen L, Liu L, Fan X, Li J, Wang C, Pan G, Jakubowicz J, Nguyen T. Complementary base station clustering for cost-effective and energy-efficient cloud-RAN. The 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’17), San Francisco, USA, 2017 (CCF C类)
[6] Qu Y, Li H,Zhang Y. Joint dictionary learning via split bregmaniteration for large-scale image classification. Pacofic-Rim Conference on Multimedia (PCM), Harbin, China, 2017. （CCF C类）
[7] Liao J, *Wang H, Yan Y, Zheng J.A novel background subtraction method based on ViBe. Pacofic-Rim Conference on Multimedia (PCM), Harbin, China, 2017. （CCF C类）
[8] Qie C, *Wang H, Yan Y, Guo G, Zheng J. Adaptive correlation filter tracking with weighted foreground representation. Pacofic-Rim Conference on Multimedia (PCM). Harbin, China, 2017. （CCF C类）
[9] Su C, *Yan Y, Chen S, Wang H. An efficient deep neural networks training framework for robust face recognition. Proceeding of the IEEE Conference on Image Processing (ICIP). Beijing, China, 2017.（CCF C类）
[10] Zhou X, Wang X, Xiao G,*Wang X, Yan Y, Zhang L. Weighted median-shift on graphs for geometric model fitting. Proceeding of the IEEE Conference on Image Processing (ICIP) .Beijing, China, 2017.（CCF C类）
[11] Wu W, Lin Z, Ding X, *Huang Y. A simple convolutional transfer neural networks in vision tasks, International Conference on Neural Information Processing （ICONIP）, Guangzhou, China, 2017.
[12] Lu J, *Qu Y, Yang X. Traffic sign recognition with inception convolutional neural networks, International Conference on Internet Multimedia Computing and Service(ICIMCS), Qingdao, China , 2017.
[13] Xiao F, Xiao G, Wang X, Zheng J, Yan Y, *Wang H. A hierarchical voting scheme for robust geometric model fitting. International Conference on Image and Graphics (CSIG).Shanghai, China, 2017.
[14] Zhou X, *Wang H, Xiao G, Yan Y, Wang R. Evolution-based outlier removal for geometric model fitting. LIDAR Imaging Detection and Target Recognition.Changchun, China, 2017.
[15] Xiao F, Xiao G, Yan Y, Wang X,*Wang H. Induced subgraphsearching for geometric model fitting. LIDAR Imaging Detection and Target Recognition,Changchun, China, 2017.（CCF C类）
[16] *Qu Y, Yang X, Lin L. Text statistical characteristics and deep neural network,China Conference on Computer Vision (CCCV), Tianjin, China, 2017.
[17] Chen F, Li J, Wang C. Post-typhoon assessment of surface greenness disturbance using Landsat series observations. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, Texas, USA, 2017.
[18] Xia Z; Zang Y; Wang C; Li J.Road width measurement from remote sensing images.IEEE International Geoscience and Remote Sensing Symposium (IGARSS)，2017.
[19] You C, Wen C, et al. Rapid traffic sign damage inspection in natural scenes using mobile laser scanning data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, 2017.
[20] Li G, Chen Y, Wen C, et al, Quality evaluation of point cloud model for interior structure of a common building, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, 2017.
[21] Liu D, Xue G, *Xie Y, Luo X, Au M, 2017. “Chapter 12: Performance of Digital Signature Schemes on Mobile Devices” in Mobile Security and Privacy: Advances, Challenges and Future Research Directions (ISBN: 978-0-12-804629-6), Syngress Publisher.