Fetching the paper…
Reading the bibliography…
Contour detection has been a fundamental component in many image segmentation and object detection systems.
A computational approach to edge detection
J. Canny · 1986
Earlier work this paper cites.
Normalized cuts and image segmentation
J. Shi and J. Malik · 1997
Earlier work this paper cites.
A tutorial on support vector machines for pattern recognition
C. J. C. Burges · 1998
Earlier work this paper cites.
Contour and texture analysis for image segmentation
J. Malik, S. Belongie, T. Leung, and J. Shi · 2001
Earlier work this paper cites.
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
Earlier work this paper cites.
Mean shift: A robust approach toward feature space analysis
D. Comaniciu, P. Meer, and S. Member · 2002
Earlier work this paper cites.
Combining top-down and bottom-up segmentation
E. Borenstein · 2004
Earlier work this paper cites.
Efficient graph-based image segmentation
P. F. Felzenszwalb and D. P. Huttenlocher · 2004
Earlier work this paper cites.
Contour-based learning for object detection
J. Shotton · 2005
Earlier work this paper cites.
A boundary-fragment-model for object detection
A. Opelt and A. Zisserman · 2006
Earlier work this paper cites.
Contour detection and hierarchical image segmentation
P. Arbelaez, M. Maire, C. Fowlkes, and J. Malik · 2011
Earlier work this paper cites.
Ensemble of exemplar-svms for object detection and beyond
T. Malisiewicz, A. Gupta, and A. A. Efros · 2011
Cited alongside, same era.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Cited alongside, same era.
Discriminatively Trained Sparse Code Gradients for Contour Detection
X. Ren and L. Bo · 2012
Cited alongside, same era.
S. Karayev, A. Hertzmann, H. Winnemoeller, A. Agarwala, and T. Darrell · 2013
Cited alongside, same era.
Sketch tokens: A learned mid-level representation for contour and object detection
J. Lim, C. L. Zitnick, and P. Dollár · 2013
Cited alongside, same era.
Hypercolumns for object segmentation and fine-grained localization
B. Hariharan, P. A. Arbeláez, R. B. Girshick, and J. Malik · 2014
Closest in time.
Densenet: Implementing efficient convnet descriptor pyramids
F. N. Iandola, M. W. Moskewicz, S. Karayev, R. B. Girshick, T. Darrell, and K. Keutzer · 2014
Closest in time.
Crisp boundary detection using pointwise mutual information
P. Isola, D. Zoran, D. Krishnan, and E. H. Adelson · 2014
Closest in time.
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
Closest in time.
Visual boundary prediction: A deep neural prediction network and quality dissection
J. J. Kivinen, C. K. Williams, N. Heess, and D. Technologies · 2014
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
P. H. O. Pinheiro and R. Collobert · 2013
Cited alongside, same era.
Overfeat: Integrated recognition, localization and detection using convolutional networks
P. Sermanet, D. Eigen, X. Zhang, M. Mathieu, R. Fergus, and Y. LeCun · 2013
Cited alongside, same era.
Deeppose: Human pose estimation via deep neural networks
A. Toshev and C. Szegedy · 2013
Cited alongside, same era.
Panda: Pose aligned networks for deep attribute modeling
N. Zhang, M. Paluri, M. Ranzato, T. Darrell, and L. Bourdev · 2013
Cited alongside, same era.
Multiscale combinatorial grouping
P. Arbelaez, J. Pont-Tuset, J. Barron, F. Marqués, and J. Malik · 2014
Cited alongside, same era.
Rich feature hierarchies for accurate object detection and semantic segmentation
R. Girshick, J. Donahue, T. Darrell, and J. Malik · 2014
Cited alongside, same era.
Scale-invariant contour completion using condition random fields
X. Ren, C. C. Fowlkes, and J. Malik
Cited in the paper.
Closest in time.
Fully convolutional networks for semantic segmentation
J. Long, E. Shelhamer, and T. Darrell · 2014
Closest in time.
Reconstructive sparse code transfer for contour detection and semantic labeling
M. Maire, S. X. Yu, and P. Perona · 2014
Closest in time.
ImageNet Large Scale Visual Recognition Challenge, 2014
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei · 2014
Closest in time.
Deepface: Closing the gap to human-level performance in face verification
Y. Taigman, M. Yang, M. Ranzato, and L. Wolf · 2014
Closest in time.
Fast edge detection using structured forests
P. Dollár and C. L. Zitnick · 2015
Closest in time.