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Visual saliency is a fundamental problem in both cognitive and computational sciences, including computer vision.
Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
K. Fukushima · 1980
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A model of saliency-based visual attention for rapid scene analysis
L. Itti, C. Koch, and E. Niebur · 1998
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A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
D. Martin, C. Fowlkes, D. Tal, and J. Malik · 2001
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Efficient graph-based image segmentation
P. F. Felzenszwalb and D. P. Huttenlocher · 2004
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Is bottom-up attention useful for object recognition?
U. Rutishauser, D. Walther, C. Koch, and P. Perona · 2004
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Autocollage
C. Rother, L. Bordeaux, Y. Hamadi, and A. Blake · 2006
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Image segmentation by probabilistic bottom-up aggregation and cue integration
S. Alpert, M. Galun, R. Basri, and A. Brandt · 2007
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Seam carving for content-aware image resizing
S. Avidan and A. Shamir · 2007
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Saliency detection: A spectral residual approach
X. Hou and L. Zhang · 2007
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Summarizing visual data using bidirectional similarity
D. Simakov, Y. Caspi, E. Shechtman, and M. Irani · 2008
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Frequency-tuned salient region detection
R. Achanta, S. Hemami, F. Estrada, and S. Susstrunk · 2009
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Imagenet: A large-scale hierarchical image database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
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Learning to predict where humans look
T. Judd, K. Ehinger, F. Durand, and A. Torralba · 2009
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icoseg: Interactive co-segmentation with intelligent scribble guidance
D. Batra, A. Kowdle, D. Parikh, J. Luo, and T. Chen · 2010
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Contour detection and hierarchical image segmentation
P. Arbelaez, M. Maire, C. Fowlkes, and J. Malik · 2011
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Fusing generic objectness and visual saliency for salient object detection
K.-Y. Chang, T.-L. Liu, H.-T. Chen, and S.-H. Lai · 2011
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Learning to detect a salient object
T. Liu, Z. Yuan, J. Sun, J. Wang, N. Zheng, X. Tang, and H.-Y. Shum · 2011
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Context-aware saliency detection
S. Goferman, L. Zelnik-Manor, and A. Tal · 2012
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Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
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Category-independent object-level saliency detection
Y. Jia and M. Han · 2013
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Salient object detection: A discriminative regional feature integration approach
H. Jiang, J. Wang, Z. Yuan, Y. Wu, N. Zheng, and S. Li · 2013
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Saliency aggregation: A data-driven approach
L. Mai, Y. Niu, and F. Liu · 2013
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Scale: Supervised and cascaded laplacian eigenmaps for visual object recognition based on nearest neighbors
R. Wu, Y. Yu, and W. Wang · 2013
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Hierarchical saliency detection
Q. Yan, L. Xu, J. Shi, and J. Jia · 2013
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Saliency detection via graph-based manifold ranking
C. Yang, L. Zhang, H. Lu, X. Ruan, and M.-H. Yang · 2013
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Saliency filters: Contrast based filtering for salient region detection
F. Perazzi, P. Krahenbuhl, Y. Pritch, and A. Hornung · 2012
Cited alongside, same era.
A unified approach to salient object detection via low rank matrix recovery
X. Shen and Y. Wu · 2012
Cited alongside, same era.
Geodesic saliency using background priors
Y. Wei, F. Wen, W. Zhu, and J. Sun · 2012
Cited alongside, same era.
State-of-the-art in visual attention modeling
A. Borji and L. Itti · 2013
Cited alongside, same era.
Efficient salient region detection with soft image abstraction
M.-M. Cheng, J. Warrell, W.-Y. Lin, S. Zheng, V. Vineet, and N. Crook · 2013
Cited alongside, same era.
Decaf: A deep convolutional activation feature for generic visual recognition
J. Donahue, Y. Jia, O. Vinyals, J. Hoffman, N. Zhang, E. Tzeng, and T. Darrell · 2013
Cited alongside, same era.
Unsupervised salience learning for person re-identification
R. Zhao, W. Ouyang, and X. Wang · 2013
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Global contrast based salient region detection
M.-M. Cheng, N. J. Mitra, X. Huang, P. H. S. Torr, and S.-M. Hu · 2014
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Rich feature hierarchies for accurate object detection and semantic segmentation
R. Girshick, J. Donahue, T. Darrell, and J. Malik · 2014
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Caffe: Convolutional architecture for fast feature embedding
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014
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Adaptive partial differential equation learning for visual saliency detection
R. Liu, J. Cao, Z. Lin, and S. Shan · 2014
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Cnn features off-the-shelf: an astounding baseline for recognition
A. S. Razavian, H. Azizpour, J. Sullivan, and S. Carlsson · 2014
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Saliency optimization from robust background detection
W. Zhu, S. Liang, Y. Wei, and J. Sun · 2014
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