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Self-Supervised Leaf Segmentation under Complex Lighting Conditions

Self-Supervised Leaf Segmentation under Complex Lighting Conditions

29 March 2022
Xufeng Lin
Chan Li
Scott Adams
Abbas Kouzani
Richard Jiang
Ligang He
Yongjian Hu
Michael Vernon
Egan H. Doeven
Lawrence D. Webb
Todd Mcclellan
Adam Guskic
    VLM
ArXiv (abs)PDFHTML

Papers citing "Self-Supervised Leaf Segmentation under Complex Lighting Conditions"

26 / 26 papers shown
Title
Unsupervised Learning of Image Segmentation Based on Differentiable
  Feature Clustering
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering
Wonjik Kim
Asako Kanezaki
Masayuki Tanaka
77
213
0
20 Jul 2020
Autoregressive Unsupervised Image Segmentation
Autoregressive Unsupervised Image Segmentation
Yassine Ouali
C´eline Hudelot
Myriam Tami
SSL
66
87
0
16 Jul 2020
SCAN: Learning to Classify Images without Labels
SCAN: Learning to Classify Images without Labels
Wouter Van Gansbeke
Simon Vandenhende
Stamatios Georgoulis
Marc Proesmans
Luc Van Gool
VLMSSL
113
540
0
25 May 2020
Scalable learning for bridging the species gap in image-based plant
  phenotyping
Scalable learning for bridging the species gap in image-based plant phenotyping
Daniel Ward
Peyman Moghadam
67
29
0
24 Mar 2020
Self-Supervised Learning of Pretext-Invariant Representations
Self-Supervised Learning of Pretext-Invariant Representations
Ishan Misra
Laurens van der Maaten
SSLVLM
108
1,458
0
04 Dec 2019
YOLACT: Real-time Instance Segmentation
YOLACT: Real-time Instance Segmentation
Daniel Bolya
Chong Zhou
Fanyi Xiao
Yong Jae Lee
SSegVLMISeg
131
1,681
0
04 Apr 2019
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette
  Plants
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants
Dmitry Kuznichov
Alon Zvirin
Yaron Honen
Ron Kimmel
38
89
0
20 Mar 2019
Deep Leaf Segmentation Using Synthetic Data
Deep Leaf Segmentation Using Synthetic Data
Daniel Ward
Peyman Moghadam
N. Hudson
50
108
0
28 Jul 2018
Instance Segmentation by Deep Coloring
Instance Segmentation by Deep Coloring
V. Kulikov
V. Yurchenko
Victor Lempitsky
VLMSSegISeg
47
29
0
26 Jul 2018
Invariant Information Clustering for Unsupervised Image Classification
  and Segmentation
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
Xu Ji
João F. Henriques
Andrea Vedaldi
SSLVLM
90
852
0
17 Jul 2018
Convolutional CRFs for Semantic Segmentation
Convolutional CRFs for Semantic Segmentation
Marvin Teichmann
R. Cipolla
SSeg
50
110
0
12 May 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
EGVM
384
11,905
0
11 Jan 2018
Automatic Leaf Extraction from Outdoor Images
Automatic Leaf Extraction from Outdoor Images
Nantheera Anantrasirichai
S. Hannuna
C. N. Canagarajah
18
15
0
19 Sep 2017
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial
  Network
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network
M. Giuffrida
H. Scharr
Sotirios A. Tsaftaris
GAN
31
97
0
04 Sep 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision
  Applications
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
1.2K
20,892
0
17 Apr 2017
Mask R-CNN
Mask R-CNN
Kaiming He
Georgia Gkioxari
Piotr Dollár
Ross B. Girshick
ObjD
360
27,244
0
20 Mar 2017
Colorization as a Proxy Task for Visual Understanding
Colorization as a Proxy Task for Visual Understanding
Gustav Larsson
Michael Maire
Gregory Shakhnarovich
SSL
162
498
0
11 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks
Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
SSeg
331
19,690
0
21 Nov 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets,
  Atrous Convolution, and Fully Connected CRFs
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Patrick Murphy
Alan Yuille
SSeg
267
18,267
0
02 Jun 2016
Context Encoders: Feature Learning by Inpainting
Context Encoders: Feature Learning by Inpainting
Deepak Pathak
Philipp Krahenbuhl
Jeff Donahue
Trevor Darrell
Alexei A. Efros
SSL
69
5,297
0
25 Apr 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg3DV
1.9K
77,378
0
18 May 2015
Conditional Random Fields as Recurrent Neural Networks
Conditional Random Fields as Recurrent Neural Networks
Shuai Zheng
Sadeep Jayasumana
Bernardino Romera-Paredes
Vibhav Vineet
Zhizhong Su
Dalong Du
Chang Huang
Philip Torr
SSeg
245
2,536
0
11 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully
  Connected CRFs
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Patrick Murphy
Alan Yuille
SSeg
204
4,898
0
22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLMObjD
1.7K
39,595
0
01 Sep 2014
Intriguing properties of neural networks
Intriguing properties of neural networks
Christian Szegedy
Wojciech Zaremba
Ilya Sutskever
Joan Bruna
D. Erhan
Ian Goodfellow
Rob Fergus
AAML
282
14,963
1
21 Dec 2013
Efficient Inference in Fully Connected CRFs with Gaussian Edge
  Potentials
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials
Philipp Krahenbuhl
V. Koltun
132
3,458
0
20 Oct 2012
1