Learning to recognize objects in egocentric activities

Cited by (559)

Items 301–400 of 559

  1. Mining discriminative states of hands and objects to recognize egocentric actions with a wearable RGBD camera
    Shaohua Wan, J.K. Aggarwal · 2015 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  2. Effects of camera position and media type on lifelogging images
    Katrin Wolf, Yomna Abdelrahman, David Schmid, Tilman Dingler, Albrecht Schmidt · 2015 · International Conference on Mobile and Ubiquitous Multimedia (MUM)
  3. Global and Local C3D Ensemble System for First Person Interactive Action Recognition
    Lingling Fa, Yan Song, Xiangbo Shu · 2018 · Lecture notes in computer science
  4. Exploring Machine Teaching for Object Recognition with the Crowd
    Jonggi Hong, Kyungjun Lee, June Xu, Hernisa Kacorri · 2019 · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA)
  5. Object Detection-Based Location and Activity Classification from Egocentric Videos: A Systematic Analysis
    Georgios Kapidis, Ronald W. Poppe, Elsbeth van Dam, Lucas P. J. J. Noldus, Remco C. Veltkamp · 2019 · Computer communications and networks
  6. Generalizability of Hand-Object Interaction Detection in Egocentric Video across Populations with Hand Impairment
    Meng-Fen Tsai, Rosalie H. Wang, José Zariffa · 2020 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  7. Action in Development
    Jaya Rachwani, Justine E. Hoch, Karen E. Adolph · 2020 · Cambridge University Press eBooks
  8. Leveraging Hand-Object Interactions in Assistive Egocentric Vision
    Kyungjun Lee, Abhinav Shrivastava, Hernisa Kacorri · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  9. Discovering Object Classes from Activities
    Abhilash Srikantha, Jüergen Gall · 2014 · Lecture notes in computer science
  10. 2D Hand Detection Using Multi-Feature Skin Model Supervised Cascaded CNN
    Qiangyu Wang, Guoying Zhang, Shu Chun Yu · 2018 · Journal of Signal Processing Systems
  11. Action Recognition from Egocentric Videos Using Random Walks
    Abhimanyu Sahu, Rajit Bhattacharya, Pallabh Bhura, Ananda Shankar Chowdhury · 2019 · Advances in intelligent systems and computing
  12. Infant Object Manipulation and Play
    Catherine S. Tamis‐LeMonda, Jeffrey J. Lockman · 2020 · Cambridge University Press eBooks
  13. GazeVQA: A Video Question Answering Dataset for Multiview Eye-Gaze Task-Oriented Collaborations
    Muhammet Furkan Ilaslan, Chenan Song, Joya Chen, Difei Gao, Weixian Lei, Qianli Xu, Joo‐Hwee Lim, Mike Zheng Shou · 2023 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
  14. Accuracy and Performance Comparison of Video Action Recognition Approaches
    Matthew Hutchinson, Siddharth Samsi, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Micheal Houle, Matthew Hubbell, Micheal Jones, Jeremy Kepner et al. · 2020 · IEEE High Performance Extreme Computing Conference
  15. Self-Attention Based Action Segmentation Using Intra-And Inter-Segment Representations
    Constantin Patsch, Eckehard G. Steinbach · 2023 · IEEE International Conference on Acoustics Speech and Signal Processing
  16. Markov Game Video Augmentation for Action Segmentation
    Nicolas Aziere, Siniša Todorović · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
  17. Ordered Atomic Activity for Fine-grained Interactive Traffic Scenario Understanding
    Nakul Agarwal, Yi‐Ting Chen · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
  18. SkatingVerse: A large‐scale benchmark for comprehensive evaluation on human action understanding
    Ziliang Gan, Lei Jin, Yi Cheng, Yu Cheng, Yinglei Teng, Zun Li, Yawen Li, Wenhan Yang, Zheng Dong Zhu, Junliang Xing et al. · 2024 · IET Computer Vision
  19. Global Spatial-Temporal Information Encoder-Decoder Based Action Segmentation in Untrimmed Video
    Yichao Liu, Yiyang Sun, Zhide Chen, Chen Feng, Kexin Zhu · 2024 · Tsinghua Science & Technology
  20. Fusion of Multiple Visual Cues for Object Recognition in Videos
    Iván González-Díaz, Jenny Benois‐Pineau, Vincent Buso, Hugo Boujut · 2014 · Advances in computer vision and pattern recognition
  21. What are we doing here? Egocentric activity recognition on the move for contextual mapping
    Sudeep Sundaram, Walterio W. Mayol-Cuevas · 2012 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  22. Coarse-to-fine online learning for hand segmentation in egocentric video
    Ying Zhao, Zhiwei Luo, Changqin Quan · 2018 · EURASIP Journal on Image and Video Processing
  23. Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation
    Yang Zhao, Yan Song · 2022 · IEEE International Conference on Multimedia and Expo (ICME)
  24. Manual assembly actions segmentation system using temporal-spatial-contact features
    Zengxin Kang, Jing Cui, Zhongyi Chu · 2023 · Robotic Intelligence and Automation
  25. Infant Vocal Learning and Speech Production
    Anne S. Warlaumont · 2020 · Cambridge University Press eBooks
  26. The Development of Infant Feeding
    Julie A. Mennella, Catherine A. Forestell, Alison K. Ventura, Jennifer Orlet Fisher · 2020 · Cambridge University Press eBooks
  27. Spatiotemporal Video Highlight by Neural Network Considering Gaze and Hands of Surgeon in Egocentric Surgical Videos
    Keitaro Yoshida, Ryo Hachiuma, Hisako Tomita, Jingjing Pan, Kris Kitani, Hiroki Kajita, Tetsu Hayashida, Maki Sugimoto · 2021 · Journal of Medical Robotics Research
  28. STAC: Spatial-Temporal Attention on Compensation Information for Activity Recognition in FPV
    Yue Zhang, Shengli Sun, Linjian Lei, Huikai Liu, Hui Xie · 2021 · Sensors
  29. Ego-Object Discovery
    Marc Bolaños, Petia I. Radeva · 2015 · arXiv (Cornell University)
  30. An egocentric video and eye-tracking dataset for visual search in convenience stores
    Yinan Wang, Sansitha Panchadsaram, Rezvan Sherkati, James J. Clark · 2024 · Computer Vision and Image Understanding
  31. Multi-Modal Few-Shot Temporal Action Segmentation
    Zijia Lu, Ehsan Elhamifar · 2025 · IEEE/CVF International Conference on Computer Vision (ICCV)
  32. The BRIO-TA Dataset: Understanding Anomalous Assembly Process in Manufacturing
    Kosuke Moriwaki, Gaku Nakano, Tetsuo Inoshita · 2022 · Proceedings - International Conference on Image Processing
  33. U-Transformer-based multi-levels refinement for weakly supervised action segmentation
    Xiao Ke, Xin Miao, Wenzhong Guo · 2023 · Pattern Recognition
  34. Improving egocentric vision of daily activities
    Gonzalo Vaca-Castano, Samarjit Das, Joao P Sousa · 2015 · Proceedings - International Conference on Image Processing
  35. Where Am I? Comparing CNN and LSTM for Location Classification in Egocentric Videos
    Georgios Kapidis, Ronald W. Poppe, Elsbeth A. van Dam, Remco C. Veltkamp, Lucas P. J. J. Noldus · 2018 · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
  36. A temporal and channel-combined attention block for action segmentation
    Dawei Yang, Zhe Cao, Lin Mao, Rubo Zhang · 2022 · Applied Intelligence
  37. Efficient Two-Stream Network for Online Video Action Segmentation
    Minseok Kang, Rae‐Hong Park, Hyung‐Min Park · 2022 · IEEE Access
  38. FT-HID: a large-scale RGB-D dataset for first- and third-person human interaction analysis
    Zihui Guo, Yonghong Hou, Pichao Wang, Zhimin Gao, Mingliang Xu, Wanqing Li · 2022 · Neural Computing and Applications
  39. Unsupervised Online Learning for Fine-Grained Hand Segmentation in Egocentric Video
    Ying Zhao, Zhiwei Luo, Changqin Quan · 2017 · Canadian Conference on Computer and Robot Vision
  40. Infant Attachment (to Mother and Father) and Its Place in Human Development
    Or Dagan, Abraham Sagi‐Schwartz · 2020 · Cambridge University Press eBooks
  41. Learning Temporal Video Procedure Segmentation from an Automatically Collected Large Dataset
    Lei Ji, Chenfei Wu, Daisy Zhou, Kun Yan, Edward Cui, Xilin Chen, Nan Duan · 2022 · IEEE Winter Conference on Applications of Computer Vision
  42. Arm Angle Detection in Egocentric Video of Upper Extremity Tasks
    Jirapat Likitlersuang, José Zariffa · 2015 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
  43. Egocentric Activity Recognition using Histograms of Oriented Pairwise Relations
    Matthew Chapman, Ardhendu Behera, Anthony G. Cohn, David Hogg · 2014 · International Conference on Computer Vision Theory and Applications
  44. True scaled 6 DoF egocentric localisation with monocular wearable systems
    Daniel Gutiérrez-Gómez, J.J. Guerrero · 2016 · Image and Vision Computing
  45. Analyzing First-Person Stories Based on Socializing, Eating and Sedentary Patterns
    Pedro Herruzo, Laura Portell Penadés, Alberto Soto, Beatriz Remeseiro · 2017 · Lecture notes in computer science
  46. Computer Vision for Egocentric (First-Person) Vision
    Mariella Dimiccoli · 2018 · Elsevier eBooks
  47. Modeling Long-Term Interactions to Enhance Action Recognition
    Alejandro Cartas, Petia I. Radeva, Mariella Dimiccoli · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  48. EgoTransfer: Transferring Motion Across Egocentric and Exocentric Domains using Deep Neural Networks
    Shervin Ardeshir, Regmi, Krishna, Ali Borji · 2016 · arXiv (Cornell University)
  49. Video Action Understanding: A Tutorial.
    Matthew Hutchinson, Vijay N. Gadepally · 2020 · arXiv (Cornell University)
  50. Small Object Detection for Near Real-Time Egocentric Perception in a Manual Assembly Scenario
    Hooman Tavakoli Ghinani, Snehal Walunj, Parsha Pahlevannejad, Christiane Plociennik, Martin Ruskowski · 2021 · arXiv (Cornell University)
  51. Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition
    Huseyin Coskun, M. Zeeshan Zia, Bugra Tekin, Federica Bogo, Nassir Navab, Federico Tombari, Harpreet S. Sawhney · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  52. End-to-End Streaming Video Temporal Action Segmentation With Reinforcement Learning
    Jinrong Zhang, Wujun Wen, Shenglan Liu, Gao Ming Huang, Yunheng Li, Qifeng Li, Lin Feng · 2025 · IEEE Transactions on Neural Networks and Learning Systems
  53. Generic action recognition from egocentric videos
    Suriya Singh, Chetan Arora, C. V. Jawahar · 2015 · National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)
  54. Hotspot Modeling of Hand-Machine Interaction Experiences from a Head-Mounted RGB-D Camera
    Longfei Chen, Yuichi Nakamura, Kazuaki Kondo, Walterio W. Mayol-Cuevas · 2019 · IEICE Transactions on Information and Systems
  55. Streaming Video Temporal Action Segmentation in Real Time
    Wujun Wen, Yunheng Li, Zhuben Dong, Lin Feng, Wanxiao Yang, Shenlan Liu · 2023 · International Conference on Intelligent Systems and Knowledge Engineering (ISKE)
  56. Unsupervised understanding of location and illumination changes in egocentric videos
    Alejandro Betancourt, Natalia Díaz-Rodríguez, Emilia Ivanova Barakova, Lucio Marcenaro, Matthias Rauterberg A, Carlo S. Regazzoni · 2017 · Pervasive and Mobile Computing
  57. Egocentric Vision for Visual Market Basket Analysis
    Vito Santarcangelo, Giovanni Maria Farinella, Sebastiano Battiato · 2016 · Lecture notes in computer science
  58. Prediction of visual saliency in video with deep CNNs
    Souad Chaabouni, Jenny Benois‐Pineau, Ofer Hadar · 2016 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
  59. Egocentric hand detection via region growth
    Shao Huang, Weiqiang Wang, Ke Lü · 2016 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  60. Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention
    Jianbo Shi, Gedas Bertasius · 2017 · IEEE International Conference on Computer Vision Workshops
  61. Understanding and Evaluating the Moral World in Infancy
    J. Kiley Hamlin, Miranda Jane Sitch · 2020 · Cambridge University Press eBooks
  62. Is Weakly-Supervised Action Segmentation Ready for Human-Robot Interaction? No, Let's Improve It with Action-Union Learning
    Fan Yang, Shigeyuki Odashima, Shoichi Masui, Shan Jiang · 2023 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  63. MIDI-assisted egocentric optical music recognition
    Liang Chen, Kun Duan · 2016 · IEEE Winter Conference on Applications of Computer Vision
  64. A Coordinated Wilderness Search and Rescue Technique Inspired by Bacterial Foraging Behavior
    Jimenez Francisco, Fernando Gonzalez-Herrera, Carlos Alberto Lara-Álvarez · 2018 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  65. Egocentric Object Recognition Leveraging the 3D Shape of the Grasping Hand
    Yizhou Lin, Gang Hua, Philippos Mordohai · 2015 · Lecture notes in computer science
  66. Saliency-based object recognition in video
    Iván González-Díaz, Hugo Boujut, Vincent Buso, Jenny Benois‐Pineau, Jean‐Philippe Domenger · 2013 · HAL
  67. Multi-shot Temporal Event Localization: a Benchmark
    Xiaolong Liu, Yao Guang Hu, Song Bai, Fei Ding, Xiang Bai, Philip H. S. Torr · 2020 · arXiv (Cornell University)
  68. Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction
    He Zhao, Richard P. Wildes · 2021 · arXiv (Cornell University)
  69. What, when and where: Spatial-aware temporal action segmentation
    Zhichao Zheng, Ying Zhou, Yi Chen, Junsheng Zhou, Yanhui Gu · 2025 · Pattern Recognition
  70. Braille Block Detection via Multi-Objective Optimization from an Egocentric Viewpoint
    Tsubasa Takano, Takumi Nakane, Takuya Akashi, Chao Zhang · 2021 · Sensors
  71. Action Text Diffusion Prior Network for Action Segmentation
    Danfeng Zhuang, Min Jiang, Hichem Arioui, Hedi Tabia · 2023 · International Workshop on Content-Based Multimedia Indexing (CBMI)
  72. TSCL: Timestamp Supervised Contrastive Learning for Action Segmentation
    Constantin Patsch, Yuankai Wu, Driton Salihu, Marsil Zakour, Eckehard G. Steinbach · 2024 · IEEE Robotics and Automation Letters
  73. EGOFALLS: A Visual-Audio Dataset and Benchmark for Fall Detection Using Egocentric Cameras
    Xueyi Wang · 2024 · Lecture notes in computer science
  74. EgoPoints: Advancing Point Tracking for Egocentric Videos
    Ahmad Darkhalil, Rhodri Guerrier, Adam W. Harley, Dima Damen · 2025 · IEEE Winter Conference on Applications of Computer Vision
  75. Hand Detection Using Zoomed Neural Networks
    Sergio R. Cruz, Antoni B. Chan · 2019 · Lecture notes in computer science
  76. Activity Recognition Using First-Person-View Cameras Based on Sparse Optical Flows
    Peng Yua Kao, Yanjing Lei, Chia-Hao Chang, Chu‐Song Chen, Ming‐Sui Lee, Yi‐Ping Hung · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  77. Egocentric upper limb segmentation in unconstrained real-life scenarios
    Monica Gruosso, Nicola Capece, Ugo Erra · 2022 · Virtual Reality
  78. Stacking-Based Attention Temporal Convolutional Network for Action Segmentation
    Liu Yang, Yu Jiang, Junkun Hong, Zhenjie Wu, Zhan Yang, Jun Long · 2023 · IEEE International Conference on Acoustics Speech and Signal Processing
  79. SMC-NCA: Semantic-Guided Multi-Level Contrast for Semi-Supervised Temporal Action Segmentation
    Feixiang Zhou, Zheheng Jiang, Huiyu Zhou, Xuelong Li · 2024 · IEEE Transactions on Multimedia
  80. Multimodal Attribute and Feature Embedding for Activity Recognition
    Weiming Zhang, Yi Huang, Wanting Yu, Xiaoshan Yang, Wei Wang, Jitao Sang · 2019 · ACM International Conference on Multimedia in Asia (MMAsia)
  81. Toddler Sensory-Motor Development for Object Manipulation by Analyzing Hand-Pose
    Adil Mahmud Choudhury, A F M Saifuddin Saif, Mashiour Rahman · 2020 · International Conference on Computing Advancements (ICCA)
  82. Infant Emotional Development
    Samantha G. Mitsven, Daniel S. Messinger, Jacquelyn Moffitt, Yeojin Amy Ahn · 2020 · Cambridge University Press eBooks
  83. Location recognition on lifelog images via a discriminative combination of generative models
    Alessandro Perina, Matteo Zanotto, Baochang Zhang, Vittorio Murino · 2014 · British Machine Vision Conference (BMVC)
  84. MapReduce for multi-view object recognition
    Shaheena Noor, Vali Uddin · 2016 · International Conference on High Performance Computing & Simulation (HPCS)
  85. Deep Saliency: Prediction of Interestingness in Video with CNN
    Souad Chaabouni, Jenny Benois‐Pineau, Akka Zemmari, Chokri Ben Amar · 2017 · Springer eBooks
  86. Hand over face segmentation using MPSPNet
    Sakher Ghanem, Alex Dillhoff, Ashiq Imran, Vassilis Athitsos · 2020 · International Conference on PErvasive Technologies Related to Assistive Environments (PETRA)
  87. DeepDiary: Automatic Caption Generation for Lifelogging Image Streams
    Chenyou Fan, David Crandall · 2016 · arXiv (Cornell University)
  88. Exploiting Visual-Spatial First-Person Co-Occurrence for Action-Object Detection without Labels.
    Gedas Bertasius, Stella X. Yu, Jianbo Shi · 2016 · arXiv (Cornell University)
  89. EgoReID: Cross-view Self-Identification and Human Re-identification in Egocentric and Surveillance Videos
    Shervin Ardeshir, Sandesh Sharma, Ali Broji · 2016 · arXiv (Cornell University)
  90. Low-rank Random Tensor for Bilinear Pooling.
    Yan Zhang, Krikamol Muandet, Qianli Ma, Heiko Neumann B, Siyu Tang · 2019 · arXiv (Cornell University)
  91. Summarized knowledge guidance for single-frame temporal action localization
    Jinrong Sheng, Ao Li, Yongxin Ge · 2025 · Pattern Recognition Letters
  92. CITAL: Counterfactual intervention for temporal action localization with point-level annotation
    Yang Hu, Ziying Xia, Zichong Chen, Thupten Tsering, Jian Cheng, Nyima Tashi · 2025 · Neurocomputing
  93. Timestamp Query Transformer for Temporal Action Segmentation
    Tieqiao Wang, Siniša Todorović · 2026 · IEEE Winter Conference on Applications of Computer Vision
  94. SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs
    Pravin Nagar, K.N Ajay Shastry, Jayesh Chaudhari, Chetan Arora · 2024 · IEEE Winter Conference on Applications of Computer Vision
  95. Overview of the Trauma THOMPSON Challenge at MICCAI 2023
    Yupeng Zhuo, Andrew W. Kirkpatrick, Kyle S. Couperus, Oanh Tran, Jonah Beck, DeAnna DeVane, Ross Candelore, Jessica Lynn McKee, Christopher J. Colombo, Chad Gorbatkin et al. · 2024 · Lecture notes in computer science
  96. The Infant’s Visual World
    Swapnaa Jayaraman, Linda B. Smith · 2020 · Cambridge University Press eBooks
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  98. Positive and Negative Set Designs in Contrastive Feature Learning for Temporal Action Segmentation
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  99. Not all samples are equal: Boosting action segmentation via selective incremental learning
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  100. Hands Activities Detection in Egocentric Interactions Using YOLOv5
    Christyn Akosua Owusu-Agyei, Jin Hou · 2021 · International Conference on UK-China Emerging Technologies (UCET)