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The click-based interactive segmentation aims to extract the object of interest from an image with the guidance of user clicks.
“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.
“”GrabCut”: Interactive Foreground Extraction Using Iterated Graph Cuts”
Carsten Rother, Vladimir Kolmogorov and Andrew Blake · 2004
Earlier work this paper cites.
“Image Segmentation with a Bounding Box Prior”
Victor Lempitsky, Pushmeet Kohli, Carsten Rother and Toby Sharp · 2009
Earlier work this paper cites.
“The Pascal Visual Object Classes (Voc) Challenge”
Mark Everingham et al · 2010
Earlier work this paper cites.
“Semantic Contours from Inverse Detectors”
Bharath Hariharan et al · 2011
Earlier work this paper cites.
“Microsoft Coco: Common Objects in Context”
Tsung-Yi Lin et al · 2014
Earlier work this paper cites.
“A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation”
F. Perazzi et al · 2016
Earlier work this paper cites.
“EISeg: Effective Interactive Segmentation”
Min Xian et al · 2016
Earlier work this paper cites.
“Neutro-Connectedness Cut”
Min Xian et al · 2016
Earlier work this paper cites.
“Deep Interactive Object Selection”
Ning Xu et al · 2016
Earlier work this paper cites.
“Interactive Image Segmentation with Latent Diversity”
Zhuwen Li, Qifeng Chen and Vladlen Koltun · 2018
Cited alongside, same era.
“Iteratively Trained Interactive Segmentation”
Sabarinath Mahadevan, Paul Voigtlaender and Bastian Leibe · 2018
Cited alongside, same era.
“Lvis: A Dataset for Large Vocabulary Instance Segmentation”
Agrim Gupta, Piotr Dollar and Ross Girshick · 2019
Cited alongside, same era.
“Interactive Image Segmentation via Backpropagating Refinement Scheme”
Won-Dong Jang and Chang-Su Kim · 2019
Cited alongside, same era.
“Adaptis: Adaptive Instance Selection Network”
Konstantin Sofiiuk, Olga Barinova and Anton Konushin · 2019
Cited alongside, same era.
“Deep High-Resolution Representation Learning for Human Pose Estimation”
Ke Sun, Bin Xiao, Dong Liu and Jingdong Wang · 2019
Cited alongside, same era.
“UCP-Net: Unstructured Contour Points for Instance Segmentation”
Camille Dupont, Yanis Ouakrim and Quoc Pham · 2021
Later among the works it cites.
“Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation”
Golnaz Ghiasi et al · 2021
Later among the works it cites.
“SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers”
Enze Xie et al · 2021
Later among the works it cites.
“FocalClick: Towards Practical Interactive Image Segmentation”
Xi Chen et al · 2022
Later among the works it cites.
“Masked Autoencoders Are Scalable Vision Learners”
Kaiming He et al · 2022
Later among the works it cites.
“Reviving Iterative Training with Mask Guidance for Interactive Segmentation”
Konstantin Sofiiuk, Ilya. Petrov and Anton Konushin · 2022
Later among the works it cites.
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“Interactive Image Segmentation with First Click Attention”
Zheng Lin et al · 2020
Cited alongside, same era.
“F-Brs: Rethinking Backpropagating Refinement for Interactive Segmentation”
Konstantin Sofiiuk, Ilia Petrov, Olga Barinova and Anton Konushin · 2020
Cited alongside, same era.
“An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale”
Alexey Dosovitskiy et al · 2021
Cited alongside, same era.
“Efficient Mask Correction for Click-Based Interactive Image Segmentation”
Fei Du, Jianlong Yuan, Zhibin Wang and Fan Wang · 2023
Closest in time.
“Segment Anything”
Alexander Kirillov et al · 2023
Closest in time.
“SimpleClick: Interactive Image Segmentation with Simple Vision Transformers”
Qin Liu, Zhenlin Xu, Gedas Bertasius and Marc Niethammer · 2023
Closest in time.