Research Projects

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	Intensity Order-Based Local Descriptors Bin Fan, Fuchao Wu, and Zhanyi Hu. Rotationally Invariant Descriptors using Intensity Order Pooling. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(10): 2031-2045, 2012. Zhenhua Wang, Bin Fan, and Fuchao Wu. Exploring Local and Global Ordinal Information for Feature Description. IEEE Transaction on Pattern Analysis and Machine Intelligence, submitted. Zhenhua Wang, Bin Fan, and Fuchao Wu. Local Intensity Order Pattern for Feature Description. ICCV, pp.603-610, 2011. [code & project] Bin Fan, Fuchao Wu, and Zhanyi Hu. Aggregating Gradient Distributions into Intensity Orders: A Novel Local Image Descriptor. CVPR, pp.2377-2384, 2011. [code & project]

	Robust Local Descriptor Zhenhua Wang, Bin Fan, and Fuchao Wu. Affine Subspace Representation for Feature Description. ECCV, 2014.

	Learning Local Binary Descriptor Bin Fan, Qingqun Kong, Tomasz Trzcinski, Zhiheng Wang, Chunhong Pan and Pascal Fua. Receptive Fields Selection for Binary Feature Description. IEEE Transactions on Image Processing, 23(6): 2583-2595, 2014. [code & project]

	Real-Time Feature Detection and Description Zhenhua Wang, Bin Fan, and Fuchao Wu. FRIF: Fast Robust Invariant Feature. British Machine Vision Conference (BMVC), 2013.

	Line-point Invariants for Line Matching Bin Fan, Fuchao Wu, and Zhanyi Hu. Robust Line Matching through Line-point Invariants. Pattern Recognition, 45(2): 794-805, 2012. Bin Fan, Fuchao Wu, and Zhanyi Hu. Line Matching Leveraged by Point Correspondences. CVPR, pp.390-397, 2010. [project & code]

	Robust Image Matching of Repetitive Patterns Bin Fan, Fuchao Wu, and Zhanyi Hu. Towards Reliable Matching of Images Containing Repetitive Patterns. Pattern Recognition Letters, 32(14): 1851-1859, 2011.

	Cross-Model Image Matching Bin Fan, Chunlei Huo, Chunhong Pan, and Qingqun Kong. Registration of Optical and SAR Satellite Images by Exploring the Spatial Relationship of the Improved SIFT. IEEE Geoscience and Remote Sensing Letters, 10(4): 657-661, 2013.

	Metric Learning for Binary Descriptors Bin Fan, Qingqun Kong, Xiaotong Yuan, Zhiheng Wang and Chunhong Pan. Learning Weighted Hamming Distance for Binary Descriptors. ICASSP, pp.2395- 2399, 2013.