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This work proposes an end-to-end neural interactive keypoint detection framework named Click-Pose, which can significantly reduce more than 10 times labeling costs of 2D keypoint annotation compared with manual-only annotation.
Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C. Lawrence Zitnick · 2014
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Semanticpaint: Interactive 3d labeling and learning at your fingertips
Julien Valentin, Vibhav Vineet, Ming-Ming Cheng, David Kim, Jamie Shotton, Pushmeet Kohli, Matthias Nießner, Antonio Criminisi, Shahram Izadi, and Philip Torr · 2015
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Deep interactive object selection
N. Xu, Brian L. Price, Scott D. Cohen, Jimei Yang, and Thomas S. Huang · 2016
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Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
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Active learning for human pose estimation
Buyu Liu and Vittorio Ferrari · 2017
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Associative embedding: End-to-end learning for joint detection and grouping
Alejandro Newell, Zhiao Huang, and Jia Deng · 2017
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Benchmarking and error diagnosis in multi-instance pose estimation
Matteo Ruggero Ronchi and Pietro Perona · 2017
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Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
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Active learning for deep detection neural networks
Hamed H Aghdam, Abel Gonzalez-Garcia, Joost van de Weijer, and Antonio M López · 2019
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Interactive image segmentation via backpropagating refinement scheme
Won-Dong Jang and Chang-Su Kim · 2019
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Crowdpose: Efficient crowded scenes pose estimation and a new benchmark
Jiefeng Li, Can Wang, Hao Zhu, Yihuan Mao, Hao-Shu Fang, and Cewu Lu · 2019
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Posefix: Model-agnostic general human pose refinement network
Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee · 2019
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Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
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Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
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Pose2seg: Detection free human instance segmentation
Song-Hai Zhang, Ruilong Li, Xin Dong, Paul Rosin, Zixi Cai, Xi Han, Dingcheng Yang, Haozhi Huang, and Shi-Min Hu · 2019
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End-to-end object detection with transformers
Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko · 2020
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Higherhrnet: Scale-aware representation learning for bottom-up human pose estimation
Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas S Huang, and Lei Zhang · 2020
Cited alongside, same era.
An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
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Whole-body human pose estimation in the wild
Sheng Jin, Lumin Xu, Jin Xu, Can Wang, Wentao Liu, Chen Qian, Wanli Ouyang, and Ping Luo · 2020
Cited alongside, same era.
Continuous adaptation for interactive object segmentation by learning from corrections
Theodora Kontogianni, Michael Gygli, Jasper Uijlings, and Vittorio Ferrari · 2020
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Interactive annotation of 3d object geometry using 2d scribbles
Tianchang Shen, Jun Gao, Amlan Kar, and Sanja Fidler · 2020
Cited alongside, same era.
Simpleclick: Interactive image segmentation with simple vision transformers
Qin Liu, Zhenlin Xu, Gedas Bertasius, and Marc Niethammer · 2022
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Poseur: Direct human pose regression with transformers
Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, and Anton van den Hengel · 2022
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End-to-end multi-person pose estimation with transformers
Dahu Shi, Xing Wei, Liangqi Li, Ye Ren, and Wenming Tan · 2022
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Vl4pose: Active learning through out-of-distribution detection for pose estimation
Megh Shukla, Roshan Roy, Pankaj Singh, Shuaib Ahmed, and Alexandre Alahi · 2022
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Towards fewer annotations: Active learning via region impurity and prediction uncertainty for domain adaptive semantic segmentation
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, and Xinjing Cheng · 2022
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f-brs: Rethinking backpropagating refinement for interactive segmentation
Konstantin Sofiiuk, Ilia Petrov, Olga Barinova, and Anton Konushin · 2020
Cited alongside, same era.
Interactive labeling for human pose estimation in surveillance videos
Mickael Cormier, Fabian Röpke, Thomas Golda, and Jürgen Beyerer · 2021
Cited alongside, same era.
Bottom-up human pose estimation via disentangled keypoint regression
Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, and Jingdong Wang · 2021
Cited alongside, same era.
Task-aware variational adversarial active learning
Kwanyoung Kim, Dongwon Park, Kwang In Kim, and Se Young Chun · 2021
Cited alongside, same era.
Pose recognition with cascade transformers
Ke Li, Shijie Wang, Xiang Zhang, Yifan Xu, Weijian Xu, and Zhuowen Tu · 2021
Cited alongside, same era.
Rethinking the heatmap regression for bottom-up human pose estimation
Zhengxiong Luo, Zhicheng Wang, Yan Huang, Liang Wang, Tieniu Tan, and Erjin Zhou · 2021
Cited alongside, same era.
Focalclick: towards practical interactive image segmentation
Xi Chen, Zhiyan Zhao, Yilei Zhang, Manni Duan, Donglian Qi, and Hengshuang Zhao · 2022
Cited alongside, same era.
Later among the works it cites.
Pose for everything: Towards category-agnostic pose estimation
Lumin Xu, Sheng Jin, Wang Zeng, Wentao Liu, Chen Qian, Wanli Ouyang, Ping Luo, and Xiaogang Wang · 2022
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Vitpose: Simple vision transformer baselines for human pose estimation
Yufei Xu, Jing Zhang, Qiming Zhang, and Dacheng Tao · 2022
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Deciwatch: A simple baseline for 10x efficient 2d and 3d pose estimation
Ailing Zeng, Xuan Ju, Lei Yang, Ruiyuan Gao, Xizhou Zhu, Bo Dai, and Qiang Xu · 2022
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Smoothnet: A plug-and-play network for refining human poses in videos
Ailing Zeng, Lei Yang, Xuan Ju, Jiefeng Li, Jianyi Wang, and Qiang Xu · 2022
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Rethinking the data annotation process for multi-view 3d pose estimation with active learning and self-training
Qi Feng, Kun He, He Wen, Cem Keskin, and Yuting Ye · 2023
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Human-art: A versatile human-centric dataset bridging natural and artificial scenes
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Interactive object segmentation in 3d point clouds
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Explicit box detection unifies end-to-end multi-person pose estimation
Jie Yang, Ailing Zeng, Shilong Liu, Feng Li, Ruimao Zhang, and Lei Zhang · 2023
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Effective whole-body pose estimation with two-stages distillation
Zhendong Yang, Ailing Zeng, Chun Yuan, and Yu Li · 2023
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