Fetching the paper…
Reading the bibliography…
We present a new instance segmentation approach tailored to biological images, where instances may correspond to individual cells, organisms or plant parts.
Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
Earlier work this paper cites.
An efficient watershed algorithm based on connected components
A. Bieniek and A. Moga · 2000
Earlier work this paper cites.
Mean shift: A robust approach toward feature space analysis
D. Comaniciu and P. Meer · 2002
Earlier work this paper cites.
Resolving clustered worms via probabilistic shape models
C. Wählby, T. Riklin-Raviv, V. Ljosa, A. L. Conery, P. Golland, F. M. Ausubel, and A. E. Carpenter · 2010
Earlier work this paper cites.
The PASCAL Visual Object Classes Challenge 2012 (VOC2012) Results
M. Everingham, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman · 2012
Earlier work this paper cites.
Annotated high-throughput microscopy image sets for validation
V. Ljosa, K. L. Sokolnicki, and A. E. Carpenter · 2012
Earlier work this paper cites.
Simultaneous detection and segmentation
B. Hariharan, P. Arbeláez, R. Girshick, and J. Malik · 2014
Earlier work this paper cites.
Microsoft coco: Common objects in context
T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick · 2014
Earlier work this paper cites.
3-d histogram-based segmentation and leaf detection for rosette plants
J.-M. Pape and C. Klukas · 2014
Earlier work this paper cites.
Annotated image datasets of rosette plants
H. Scharr, M. Minervini, A. Fischbach, and S. A. Tsaftaris · 2014
Earlier work this paper cites.
Multi-leaf tracking from fluorescence plant videos
X. Yin, X. Liu, J. Chen, and D. M. Kramer · 2014
Earlier work this paper cites.
Multi-instance object segmentation with occlusion handling
Y.-T. Chen, X. Liu, and M.-H. Yang · 2015
Cited alongside, same era.
U-net: Convolutional networks for biomedical image segmentation
O. Ronneberger, P. Fischer, and T. Brox · 2015
Cited alongside, same era.
The cityscapes dataset for semantic urban scene understanding
M. Cordts, M. Omran, S. Ramos, T. Rehfeld, M. Enzweiler, R. Benenson, U. Franke, S. Roth, and B. Schiele · 2016
Cited alongside, same era.
Instance-sensitive fully convolutional networks
J. Dai, K. He, Y. Li, S. Ren, and J. Sun · 2016
Cited alongside, same era.
Learning to count leaves in rosette plants
M. V. Giuffrida, M. Minervini, and S. A. Tsaftaris · 2016
Cited alongside, same era.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Cited alongside, same era.
Mask r-cnn
K. He, G. Gkioxari, P. Dollar, and R. Girshick · 2017
Later among the works it cites.
Fully convolutional instance-aware semantic segmentation
Y. Li, H. Qi, J. Dai, X. Ji, and Y. Wei · 2017
Later among the works it cites.
End-to-end instance segmentation with recurrent attention
M. Ren and R. S. Zemel · 2017
Later among the works it cites.
Parsing images of overlapping organisms with deep singling-out networks
V. Yurchenko and V. Lempitsky · 2017
Later among the works it cites.
H. Zhao, J. Shi, X. Qi, X. Wang, and J. Jia · 2017
Later among the works it cites.
http://pytorch.org
PyTorch tensors and dynamic neural networks in python with strong gpu acceleration · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Recurrent instance segmentation
B. Romera-Paredes and P. H. S. Torr · 2016
Cited alongside, same era.
Leaf segmentation in plant phenotyping: a collation study
H. Scharr, M. Minervini, A. P. French, C. Klukas, D. M. Kramer, X. Liu, I. Luengo, J.-M. Pape, G. Polder, D. Vukadinovic, et al · 2016
Cited alongside, same era.
Semantic instance segmentation with a discriminative loss function
B. De Brabandere, D. Neven, and L. Van Gool · 2017
Cited alongside, same era.
Semantic instance segmentation via deep metric learning
A. Fathi, Z. Wojna, V. Rathod, P. Wang, H. O. Song, S. Guadarrama, and K. P. Murphy · 2017
Cited alongside, same era.
Recurrent pixel embedding for instance grouping
S. Kong and C. Fowlkes · 2018
Later among the works it cites.
Instance segmentation by deep coloring
V. Kulikov, V. Yurchenko, and V. Lempitsky · 2018
Later among the works it cites.
An intriguing failing of convolutional neural networks and the coordconv solution
R. Liu, J. Lehman, P. Molino, F. P. Such, E. Frank, A. Sergeev, and J. Yosinski · 2018
Later among the works it cites.
Semi-convolutional operators for instance segmentation
D. Novotny, S. Albanie, D. Larlus, and A. Vedaldi · 2018
Later among the works it cites.