Computer Science ›› 2018, Vol. 45 ›› Issue (6A): 146-150.
• Pattern Recognition & Image Processing • Previous Articles Next Articles
MA Xiao-di, WU Xi-yin, JIN Zhong
CLC Number:
[1]ITTI L,KOCH C,NIEBUR E.A Model of Saliency-Based Visual Attention for Rapid Scene Analysis[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1998,20(11):1254-1259. [2]ALEXE B,DESELAERS T,FERRARI V.Measuring the Ob- jectness of Image Windows[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2012,34(11):2189-2202. [3]CHANG K Y,LIU T L,LAI S H.From Co-saliency to Co-segmentation:An Efficient and Fully Unsupervised Energy Minimization Model[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2011:2129-2136. [4]GUO C,ZHANG L.A Novel Multiresolution Spatiotemporal Saliency Detection Model and its Applications in Image and Vi-deo Compression[J].IEEE Transactions on Image Processing,2010,19(1):185-198. [5]SIAGIAN C,ITTI L.Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2007,29(2):300-312. [6]ITTI L,SIHITE D N,BORJI A.Probabilistic Learning of Task-Specific Visual Attention[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2012:470-477. [7]BORJI A.Exploiting Local and Global Patch Rarities for Salie- ncy Detection[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2012:478-485. [8]MEUR O L,CHEVET J C.Relevance of a Feed-Forward Model of Visual Attention for Goal-Oriented and Free-Viewing Tasks[J].IEEE Transactions on Image Processing,2010,19(11):2801-2813. [9]WRIGHT J,PENG Y,MA Y,et al.Robust Principal Component Analysis:Exact Recovery of Corrupted Low-Rank Matrices by Convex Optimization[C]∥International Conference on Neural Information Processing Systems.2009:2080-2088. [10]TANG C,WANG P,ZHANG C,et al.Salient Object Detection via Weighted Low Rank Matrix Recovery[J].IEEE Signal Processing Letters,2017,24(4):490-494. [11]LIU G,LIN Z,YAN S,et al.Robust Recovery of Subspace Structures by Low-Rank Representation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2013,35(1):171-184. [12]SHEN X,WU Y.A Unified Approach to Salient Object Detection via Low Rank Matrix Recovery[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2012:853-860. [13]LANG C,LIU G,YU J,et al.Saliency Detection by Multitask Sparsity Pursuit[J].IEEE Transactions on Image Processing,2012,21(3):1327-1338. [14]Li N,SUN B,YU J.A Weighted Sparse Coding Framework for Saliency Detection[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2015:5216-5223. [15]ACHANTA R,SHAJI A,SMITH K,et al.SLIC Superpixels Compared to State-of-the-art Superpixel Methods[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2012,34(11):2274-2282. [16]ZHU W,LIANG S,WEI Y,et al.Saliency Optimization from Robust Background Detection[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2014:2814-2821. [17]CHEN M,LIN Z,MA Y,et al.The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices[J].Eprint Arxiv,2010:1-23. [18]CAI J F,CAND S E J,SHEN Z.A Singular Value Thresholding Algorithm for Matrix Completion[J].Siam Journal on Optimization,2008,20(4):1956-1982. [19]LIU G,LIN Z,YU Y.Robust Subspace Segmentation by Low-Rank Representation[C]∥International Conference on Machine Learning.2010:663-670. [20]BERTSEKAS D P.Constrained Optimization and Lagrange Multiplier Methods[M].New York:Academic Press,1982. [21]AFONSO M V,BIOUCAS-DIAS J M,FIGUEIREDO M A T.An Augmented Lagrangian Approach to Linear Inverse Problems with Compound Regularization[C]∥IEEE Conference on Image Processing.2010:4169-4172. [22]ECKSTEIN J,BERTSEKAS D P.On the Douglas-Rachford Splitting Method and the Proximal Point Algorithm for Maximal Monotone Operators[J].Mathematical Programming,1992,55(1):293-318. [23]CHENG M M,MITRA N J,HUANG X,et al.Global Contrast Based Salient Region Detection[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2015,37(3):569-582. [24]MOVAHEDI V,ELDER J H.Design and Perceptual Validation of Performance Measures for Salient Object Segmentation[C]∥Conference on Computer Vision and Pattern Recognition Workshops.2010:49-56. [25]YAN Q,XU L,SHI J,et al.Hierarchical Saliency Detection[C]∥ IEEE Conference on Computer Vision and Pattern Recognition.2013:1155-1162. [26]LI Y,HOU X,KOCH C,et al.The Secrets of Salient Object Segmentation[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2014:280-287. [27]ZHAI Y,SHAH M.Visual Attention Detection in Video Sequences Using Spatiotemporal Cues[C]∥ACM International Conference on Multimedia.2006:815-824. [28]ACHANTA R,HEMAMI S,ESTRADA F,et al.Frequency- Tuned Salient Region Detection[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2009:1597-1604. [29]HOU X,ZHANG L.Saliency Detection:A Spectral Residual Approach[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2007:1-8. [30]YANG C,ZHANG L,LU H,et al.Saliency Detection via Graph-Based Manifold Ranking[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2013:3166-3173. [31]GONG C,TAO D,LIU W,et al.Saliency Propagation from Simple to Difficult[C]∥IEEE Conference on Computer Vision and Pattern Recognition.2015:2531-2539. |
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