
@String(tog = "{ACM TOG}")
@String(sigg = "{ACM TOG}")
@String(sigga = "{ACM TOG}")
@String(tvcg = "{IEEE TVCG}")
@String(icip = "{IEEE ICIP}")
@String(cvprw = "{IEEE CVPRW}")
@String(tip = "{IEEE TIP}")
@String(eccv = "{ECCV}")
@String(ijcv = "{IJCV}")
@String(nips = "{NIPS}")
@String(iccv = "{IEEE ICCV}")
@String(cvpr = "{IEEE CVPR}")


@String(sigg = "{ACM Transactions on Graphics (SIGGRAPH)}")
@String(sigga = "{ACM Transactions on Graphics (SIGGRAPH Asia)}")
@String(tog = "{ACM Transactions on Graphics (TOG)}")
@String(tvcg = "{IEEE Transactions on Visualization and Computer Graphics (TVCG)}")
@String(icip = "{IEEE International Conference on Image Processing (ICIP)}")
@String(iccv = "{IEEE International Conference on Computer Vision (ICCV)}")
@String(cvpr = "{IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}")
@String(cvprw = "{IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)}")
@String(pami = "{IEEE Transactions on Pattern Recognition and Machine Intelligence (PAMI)}")
@String(tip = "{IEEE Transactions on Image Processing (TIP)}")
@String(eccv = "{European Conference on Computer Vision (ECCV)}")
@String(ijcv = "{International Journal on Computer Vision (IJCV)}")
@String(nips = "{Neural Information Processing Systems (NIPS)}")
@String(acmmm = "{ACM Multimedia}")
@String(pg = "{Computer Graphics Forum}")


@String(pami = "{IEEE TPAMI}")


@inproceedings{carreira2012semantic,
  title={Semantic segmentation with second-order pooling},
  author={Carreira, Jo{\~a}o and Caseiro, Rui and Batista, Jorge and Sminchisescu, Cristian},
  booktitle= eccv,
  pages={430--443},
  year={2012},
}

@ARTICLE{alexe2012measuring,
    author={Alexe, B. and Deselaers, T. and Ferrari, V.},
    journal= pami,
    title={Measuring the Objectness of Image Windows},
    year={2012},
    volume={34},
    number={11},
}

@inproceedings{rosenfeld2011extracting,
  title={Extracting foreground masks towards object recognition},
  author={Rosenfeld, Amir and Weinshall, Daphna},
  booktitle= iccv,
  pages={1371--1378},
  year={2011},
}

@article{carreira2012cpmc,
  title={{CPMC}: Automatic object segmentation using constrained parametric min-cuts},
  author={Carreira, Joao and Sminchisescu, Cristian},
  journal=pami,
  volume={34},
  number={7},
  pages={1312--1328},
  year={2012},
}

@article{10pamiLiu_Learning,
    title = {Learning to Detect a Salient Object},
    author = {Liu, T. and Yuan, Z. and Sun, J. and Wang, J. and Zheng, N. and Tang X. and Shum H.Y.},
    journal = pami,
    pages = {353 -367},
    year = {2011},
    volume = {33},
    number = {2},
}

@inproceedings{dalal2005histograms,
  title={Histograms of oriented gradients for human detection},
  author={Dalal, Navneet and Triggs, Bill},
  booktitle=cvpr,
  volume={1},
  pages={886--893},
  year={2005},
}

@article{felzenszwalb2010object,
  title={Object detection with discriminatively trained part-based models},
  author={Felzenszwalb, Pedro F and Girshick, Ross B and McAllester, David and Ramanan, Deva},
  journal=pami,
  volume={32},
  number={9},
  pages={1627--1645},
  year={2010},
}

@inproceedings{lampert2008beyond,
  title={Beyond sliding windows: Object localization by efficient subwindow search},
  author={Lampert, Christoph H and Blaschko, Matthew B and Hofmann, Thomas},
  booktitle=cvpr,
  pages={1--8},
  year={2008},
}

@article{uijlings2013selective,
  title={Selective Search for Object Recognition},
  author={Uijlings, JRR and van de Sande, KEA and Gevers, T and Smeulders, AWM},
  journal=ijcv,
  pages={1--18},
  year={2013},
}

@inproceedings{alexe2010object,
  title={What is an object?},
  author={Alexe, Bogdan and Deselaers, Thomas and Ferrari, Vittorio},
  booktitle=cvpr,
  pages={73--80},
  year={2010},
}

@inproceedings{van2011segmentation,
  title={Segmentation as selective search for object recognition},
  author={van de Sande, Koen EA and Uijlings, Jasper RR and Gevers, Theo and Smeulders, Arnold WM},
  booktitle=iccv,
  pages={1879--1886},
  year={2011},
}

@inproceedings{zhang2011proposal,
  title={Proposal generation for object detection using cascaded ranking SVMs},
  author={Zhang, Ziming and Warrell, Jonathan and Torr, Philip HS},
  booktitle=cvpr,
  pages={1497--1504},
  year={2011},
}

@incollection{heitz2008learning,
  title={Learning spatial context: Using stuff to find things},
  author={Heitz, Geremy and Koller, Daphne},
  booktitle=eccv,
  pages={30--43},
  year={2008},
}

@article{viola2004robust,
  title={Robust real-time face detection},
  author={Viola, Paul and Jones, Michael J},
  journal=ijcv,
  volume={57},
  number={2},
  pages={137--154},
  year={2004},
}

@inproceedings{dollar2009pedestrian,
  title={Pedestrian detection: A benchmark},
  author={Doll{\'a}r, Piotr and Wojek, Christian and Schiele, Bernt and Perona, Pietro},
  booktitle=cvpr,
  pages={304--311},
  year={2009},
}

@book{forsyth1996finding,
  title={Finding pictures of objects in large collections of images},
  author={Forsyth, David A and Malik, Jitendra and Fleck, Margaret M and Greenspan, Hayit and Leung, Thomas and Belongie, Serge and Carson, Chad and Bregler, Chris},
  year={1996},
  publisher={Springer}
}

@inproceedings{tsochantaridis2005large,
  title={Large margin methods for structured and interdependent output variables},
  author={Tsochantaridis, Ioannis and Joachims, Thorsten and Hofmann, Thomas and Altun, Yasemin},
  booktitle={Journal of Machine Learning Research},
  pages={1453--1484},
  year={2005}
}

@incollection{endres2010category,
  title={Category independent object proposals},
  author={Endres, Ian and Hoiem, Derek},
  booktitle= eccv,
  pages={575--588},
  year={2010},
}

@article{55ARP/Teuber_physiological,
  title={{Physiological psychology}},
  author={Teuber, H.L.},
  journal={Annual Review of Psychology},
  volume={6},
  number={1},
  pages={267--296},
  year={1955},
}

@article{04nature/Wolfe_attributesVisual,
   author      = {J. M. Wolfe and T. S. Horowitz},
   journal   = {Nature Reviews Neuroscience},
   title       = {What attributes guide the deployment of visual attention and how do they do it?},
   pages =   "5:1--7",
   year        = {2004},
}

@article{95ARN/DesimoneNeuralMachanisms,
  title={{Neural mechanisms of selective visual attention}},
  author={Desimone, R. and Duncan, J.},
  journal={Annual review of neuroscience},
  volume={18},
  number={1},
  pages={193--222},
  year={1995},
}


@article{09biology/eyeMovement,
   author      = {Mannan, Sabira K. and Kennard, Christopher and Husain, Masud},
   journal   = {Current biology},
   title       = {The role of visual salience in directing eye movements in visual object agnosia},
   volume = {19},
   number = {6},
   pages =   "247--248",
   year        = {2009},
}

@article{80cogSc/Treisman_featureIntegration,
   author      = {Anne M Triesman and Garry Gelade},
   journal   = {Cognitive Psychology},
   title       = {A feature-integration theory of attention},
   volume = {12},
   pages = {97--136},
   year = {1980},
}


@Article{85HN/KochVisualAttention,
  author =  "C. Koch and S. Ullman",
  year =    "1985",
  journal = "Human Neurbiology",
  pages =   "219--227",
  title =   "Shifts in selective visual attention: towards the underlying neural circuitry",
  volume =  "4",
}

@article{borji2012quantitative,
  title={Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study},
  author={Borji, A and Sihite, DN and Itti, L},
  year={2012},
  journal=tip
}

@techreport{Judd12,
	author = "Tilke Judd and Fredo Durand and Antonio Torralba",
	institution = "MIT tech report",
	title = "A Benchmark of Computational Models of Saliency to Predict Human Fixations",
	year = "2012"
}

@inproceedings{borjisalient,
  title={Salient Object Detection: A Benchmark},
  author={Borji, Ali and Sihite, Dicky N and Itti, Laurent},
  booktitle=eccv,
  year={2012},
}

@Article{98pami/Itti,
  title =   "A Model of Saliency-Based Visual Attention for Rapid Scene Analysis",
  author =  "Laurent Itti and Christof Koch and Ernst Niebur",
  journal = pami,
  year =    "1998",
  number =  "11",
  volume =  "20",
  pages =   "1254--1259",
}

@InProceedings{03ACMMM/Ma_Contrast-based,
  author =  "Yu-Fei Ma and Hong-Jiang Zhang",
  title =   "Contrast-based image attention analysis by using fuzzy growing",
  pages =   "374--381",
  booktitle = acmmm,
  year =    "2003",
}

@InProceedings{nips/HarelKP06,
  title =	"Graph-Based Visual Saliency",
  author =	"Jonathan Harel and Christof Koch and Pietro Perona",
  year = 	"2006",
  booktitle = nips,
  pages =	"545--552",
}

@article{10pami/Liu_Learning,
    title = {Learning to Detect a Salient Object},
    author = {Liu, T. and Yuan, Z. and Sun, J. and Wang, J. and Zheng, N. and Tang X. and Shum H.Y.},
    journal = pami,
    pages = {353 -367},
    year = {2011},
    volume = {33},
    number = {2},
}

@InProceedings{09cvpr/Achanta_FTSaliency,
   author    = {Achanta, Radhakrishna and Hemami, Sheila and Estrada, Francisco and S{\"u}sstrunk, Sabine},
   booktitle = cvpr,
   title   = {Frequency-tuned salient region detection},
   year    = {2009},
   pages =  {1597--1604},
}

@article{ChengGroup,
   title={SalientShape: Group Saliency in Image Collections},
   author = {Ming-Ming Cheng and Niloy J. Mitra and Xiaolei Huang and Shi-Min Hu},
   journal={The Visual Computer},
   pages={1--10},
   year={2013},
}

@conference{11cvpr/Cheng_Saliency,
  title={Global Contrast based Salient Region Detection},
  author={Ming-Ming Cheng and Guo-Xin Zhang and Niloy J. Mitra and Xiaolei Huang and Shi-Min Hu},
  booktitle= cvpr,
  pages={409--416},
  year={2011},
}

@TECHREPORT{ChengPAMI,
  AUTHOR = {Ming-Ming Cheng and Niloy J. Mitra and Xiaolei Huang and Philip H. S. Torr and Shi-Min Hu},
  TITLE = {Salient Object Detection and Segmentation},
  YEAR  = {2011},
  institution = {Tsinghua Univ.},
  note  = {(TPAMI-2011-10-0753)},
  URL   = {http://mmcheng.net/salobj/},
}

@inproceedings{PerazziKPH12,
  author    = {Federico Perazzi and Philipp Kr{\"a}henb{\"u}hl and Yael Pritch and Alexander Hornung},
  title     = {Saliency filters: Contrast based filtering for salient region detection},
  booktitle = cvpr,
  pages     = {733-740},
  year      = {2012},
}

@inproceedings{YanJia13,
  author    = {Qiong Yan and Li Xu and Jianping Shi and Jiaya Jia},
  title     = {Hierarchical Saliency Detection},
  booktitle = cvpr,
  year      = {2013},
}

@article{everingham2010pascal,
  title={The {PASCAL} Visual Object Classes {(VOC)} Challenge},
  author={Everingham, Mark and Van Gool, Luc and Williams, Christopher KI and Winn, John and Zisserman, Andrew},
  journal=ijcv,
  volume={88},
  number={2},
  pages={303--338},
  year={2010},
}

@misc{pascal-voc-2007,
	author = "Everingham, M. and Van~Gool, L. and Williams, C. K. I. and Winn, J. and Zisserman, A.",
	title = "The {PASCAL} {V}isual {O}bject {C}lasses {C}hallenge 2007 {(VOC2007)} {R}esults",
	howpublished = "http://www.pascal-network.org/challenges/VOC/voc2007/workshop/index.html"}
	
@Article{tog09/ChenCT_Sketch2Photo,
  title = "Sketch2Photo: Internet Image Montage",
  author =  "Tao Chen and Ming-Ming Cheng and Ping Tan and Ariel Shamir and Shi-Min Hu",
  journal = sigga,
  volume =  "28",
  number =  "5",
  pages =   "124:1--10",
  year =    "2009",
}

@article{11tog/HuangArcimboldo,
 author = {Huang, Hua and Zhang, Lei and Zhang, Hong-Chao},
 title = {Arcimboldo-like collage using internet images},
 journal = sigga,
 volume = {30},
 issue = {6},
 year = {2011},
 pages = {155:1--155:8},
}


@article{11tog/ChiaColorization,
 author = {Yong Sang Chia and Shaojie Zhuo and Raj Kumar Gupta and Yu-Wing Tai and Siu-Yeung Cho and Ping Tan and Stephen Lin},
 title = {Semantic Colorization with Internet Images},
 journal = sigga,
 year = {2011},
 volume = {30},
 number = {6},
 pages = {156:1--156:8},
}

@inproceedings{he2012mobile,
  title={Mobile product search with bag of hash bits and boundary reranking},
  author={He, Junfeng and Feng, Jinyuan and Liu, Xianglong and Cheng, Tao and Lin, Tai-Hsu and Chung, Hyunjin and Chang, Shih-Fu},
  booktitle=cvpr,
  pages={3005--3012},
  year={2012},
}

@inproceedings{maji2008classification,
  title={Classification using intersection kernel support vector machines is efficient},
  author={Maji, Subhransu and Berg, Alexander C and Malik, Jitendra},
  booktitle=cvpr,
  pages={1--8},
  year={2008},
}

@article{vedaldi2012efficient,
  title={Efficient additive kernels via explicit feature maps},
  author={Vedaldi, Andrea and Zisserman, Andrew},
  journal=pami,
  volume={34},
  number={3},
  pages={480--492},
  year={2012},
}

@inproceedings{vedaldi2009multiple,
  title={Multiple kernels for object detection},
  author={Vedaldi, Andrea and Gulshan, Varun and Varma, Manik and Zisserman, Andrew},
  booktitle=iccv,
  pages={606--613},
  year={2009},
}

@inproceedings{harzallah2009combining,
  title={Combining efficient object localization and image classification},
  author={Harzallah, Hedi and Jurie, Fr{\'e}d{\'e}ric and Schmid, Cordelia},
  booktitle=iccv,
  pages={237--244},
  year={2009},
}

@inproceedings{deng2009imagenet,
  title={Imagenet: A large-scale hierarchical image database},
  author={Deng, Jia and Dong, Wei and Socher, Richard and Li, Li-Jia and Li, Kai and Fei-Fei, Li},
  booktitle=cvpr,
  pages={248--255},
  year={2009},
}

@inproceedings{hare2012efficient,
  title={Efficient online structured output learning for keypoint-based object tracking},
  author={Hare, Sam and Saffari, Amir and Torr, Philip HS},
  booktitle=cvpr,
  pages={1894--1901},
  year={2012},
}

@inproceedings{google10K_Class,
  title = {{Fast, Accurate Detection of 100,000 Object Classes on a Single Machine}},
  author = {Thomas Dean and Mark A. Ruzon and Mark Segal and Jonathon Shlens and Sudheendra Vijayanarasimhan and Jay Yagnik},
  booktitle = cvpr,
  pages = {1-8},
  year = {2013}
}

@inproceedings{hou2007saliency,
  title={Saliency detection: A spectral residual approach},
  author={Hou, Xiaodi and Zhang, Liqing},
  booktitle=cvpr,
  pages={1--8},
  year={2007},
}

@article{mikolajczyk2004scale,
  title={Scale \& affine invariant interest point detectors},
  author={Mikolajczyk, Krystian and Schmid, Cordelia},
  journal=ijcv,
  volume={60},
  number={1},
  pages={63--86},
  year={2004},
}

@inproceedings{szhengFacialFG2013,
  author = {Shuai Zheng and Paul Sturgess and Philip H. S. Torr},
  title = {Approximate Structured Output Learning for Constrained Local Models with Application to Real-time Facial Feature Detection and Tracking on Low-power Devices},
  booktitle = {IEEE FG},
  year = {2013}
}

@article{fan2008liblinear,
  title={LIBLINEAR: A library for large linear classification},
  author={Fan, Rong-En and Chang, Kai-Wei and Hsieh, Cho-Jui and Wang, Xiang-Rui and Lin, Chih-Jen},
  journal={The Journal of Machine Learning Research},
  volume={9},
  pages={1871--1874},
  year={2008},
}

@article{endres2013category,
  title={Category-Independent Object Proposals with Diverse Ranking},
  author={Endres, Ian and Hoiem, Derek},
  journal=pami,
  year={to appear}
}

@inproceedings{farhadi2009describing,
  title={Describing objects by their attributes},
  author={Farhadi, Ali and Endres, Ian and Hoiem, Derek and Forsyth, David},
  booktitle=cvpr,
  pages={1778--1785},
  year={2009},
}

@inproceedings{lampert2009learning,
  title={Learning to detect unseen object classes by between-class attribute transfer},
  author={Lampert, Christoph H and Nickisch, Hannes and Harmeling, Stefan},
  booktitle=cvpr,
  pages={951--958},
  year={2009},
}

@inproceedings{viola2001rapid,
  title={Rapid object detection using a boosted cascade of simple features},
  author={Viola, Paul and Jones, Michael},
  booktitle=cvpr,
  volume={1},
  pages={511--518},
  year={2001},
}

@article{gottlieb1998representation,
  title={The representation of visual salience in monkey parietal cortex},
  author={Gottlieb, Jacqueline P and Kusunoki, Makoto and Goldberg, Michael E},
  journal={Nature},
  volume={391},
  number={6666},
  pages={481--484},
  year={1998},
}
