Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation

9 February 2016

Papers citing "Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation"

50 / 129 papers shown

Title
Discerning Generic Event Boundaries in Long-Form Wild Videos Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 22 5 0 18 Jun 2021
Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions Fadime Sener Rishabh Saraf Angela Yao LM&Ro 31 10 0 06 Jun 2021
SSCAP: Self-supervised Co-occurrence Action Parsing for Unsupervised Temporal Action Segmentation Zhe Wang Hao Chen Xinyu Li Chunhui Liu Yuanjun Xiong Joseph Tighe Charless C. Fowlkes 30 20 0 29 May 2021
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering Sateesh Kumar S. Haresh Awais Ahmed Andrey Konin M. Zia Quoc-Huy Tran SSL 27 47 0 27 May 2021
Surgical Gesture Recognition Based on Bidirectional Multi-Layer Independently RNN with Explainable Spatial Feature Extraction Dandan Zhang Ruoxi Wang Benny Lo 23 12 0 02 May 2021
Action Segmentation with Mixed Temporal Domain Adaptation Min-Hung Chen Baopu Li Yingze Bao Ghassan AlRegib 27 30 0 15 Apr 2021
Anchor-Constrained Viterbi for Set-Supervised Action Segmentation Jun Li S. Todorovic 19 18 0 05 Apr 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical Video Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng 34 89 0 30 Mar 2021
MIcro-Surgical Anastomose Workflow recognition challenge report Arnaud Huaulmé Duygu Sarikaya Kévin Le Mut Fabien Despinoy Yonghao Long ... Pablo Arbelaez Wolfgang Reiter M. Mitsuishi K. Harada Pierre Jannin 19 34 0 24 Mar 2021
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation M. Sarfraz Naila Murray Vivek Sharma Ali Diba Luc Van Gool Rainer Stiefelhagen 26 70 0 20 Mar 2021
Temporal Action Segmentation from Timestamp Supervision Zhe Li Yazan Abu Farha Juergen Gall 18 81 0 11 Mar 2021
Learning Asynchronous and Sparse Human-Object Interaction in Videos Romero Morais Vuong Le Svetha Venkatesh T. Tran 27 28 0 03 Mar 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 46 91 0 29 Jan 2021
Generic Event Boundary Detection: A Benchmark for Event Segmentation Mike Zheng Shou Stan Weixian Lei Weiyao Wang Deepti Ghadiyaram Matt Feiszli VOS 93 76 0 26 Jan 2021
Global2Local: Efficient Structure Search for Video Action Segmentation Shanghua Gao Qi Han Zhong-Yu Li Pai Peng Liang Wang Ming-Ming Cheng EgoV 86 73 0 04 Jan 2021
Multi-shot Temporal Event Localization: a Benchmark Xiaolong Liu Yao Hu S. Bai Fei Ding X. Bai Philip Torr 51 82 0 17 Dec 2020
Temporal Relational Modeling with Self-Supervision for Action Segmentation Dong Wang Di Hu Xingjian Li Dejing Dou 16 53 0 14 Dec 2020
Fine-grained activity recognition for assembly videos Jonathan D. Jones Cathryn S. Cortesa A. Shelton B. Landau Sanjeev Khudanpur Gregory Hager 6 13 0 02 Dec 2020
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Yonghao Long J. Wu Bo Lu Yueming Jin Mathias Unberath Yunhui Liu Pheng Ann Heng Qi Dou 32 39 0 03 Nov 2020
Continuous Operator Authentication for Teleoperated Systems Using Hidden Markov Models Junjie Yan Kevin Huang Kyle Lindgren Tamara Bonaci H. Chizeck 16 8 0 27 Oct 2020
daVinciNet: Joint Prediction of Motion and Surgical State in Robot-Assisted Surgery Yidan Qin Seyedshams Feyzabadi M. Allan J. W. Burdick M. Azizian 14 22 0 24 Sep 2020
Alleviating Over-segmentation Errors by Detecting Action Boundaries Yuchi Ishikawa Seito Kasai Y. Aoki Hirokatsu Kataoka 22 138 0 14 Jul 2020
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation Shijie Li Yazan Abu Farha Yun-Hai Liu Mingg-Ming Cheng Juergen Gall 22 31 0 16 Jun 2020
Intra- and Inter-Action Understanding via Temporal Action Parsing Dian Shao Yue Zhao Bo Dai Dahua Lin 22 71 0 20 May 2020
On Evaluating Weakly Supervised Action Segmentation Methods Yaser Souri Alexander Richard Luca Minciullo Juergen Gall 13 7 0 19 May 2020
Hierarchical Attention Network for Action Segmentation Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes VOS 23 5 0 07 May 2020
Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos R. Mounir R. Gula J. Theuerkauf Sudeep Sarkar 20 0 0 05 May 2020
SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation Mohsen Fayyaz Juergen Gall ViT 17 70 0 31 Mar 2020
Space-Time-Aware Multi-Resolution Video Enhancement Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 28 95 0 30 Mar 2020
A Novel Online Action Detection Framework from Untrimmed Video Streams Da-Hye Yoon Nam-Gyu Cho Seong-Whan Lee 38 20 0 17 Mar 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 40 39 0 10 Mar 2020
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search Xiaojie Gao Yueming Jin Qi Dou Pheng-Ann Heng 19 49 0 20 Feb 2020
Unsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos Subhajit Chaudhury Daiki Kimura Phongtharin Vinayavekhin Asim Munawar Ryuki Tachibana Koji Ito Yuki Inaba Minoru Matsumoto Shuji Kidokoro Hiroki Ozaki 11 2 0 19 Feb 2020
Temporal Segmentation of Surgical Sub-tasks through Deep Learning with Multiple Data Sources Yidan Qin Sahba Aghajani Pedram Seyedshams Feyzabadi M. Allan A. J. McLeod J. W. Burdick M. Azizian 26 38 0 07 Feb 2020
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Rosaura G. VidalMata Walter J. Scheirer Anna Kukleva David D. Cox Hilde Kuehne 22 49 0 29 Jan 2020
Temporal Factorization of 3D Convolutional Kernels Gabrielle Ras L. Ambrogioni Umut Güçlü Marcel van Gerven 24 1 0 09 Dec 2019
DASZL: Dynamic Action Signatures for Zero-shot Learning Tae Soo Kim Jonathan D. Jones Michael Peven Zihao Xiao Jin Bai Yi Zhang Weichao Qiu Alan Yuille Gregory Hager 24 3 0 08 Dec 2019
Weakly Supervised Energy-Based Learning for Action Segmentation Jun Li Peng Lei S. Todorovic 27 90 0 28 Sep 2019
Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation Harshala Gammulle Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes GAN 16 21 0 20 Sep 2019
Forecasting Future Action Sequences with Neural Memory Networks Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes AI4TS 27 34 0 20 Sep 2019
Fine-grained Action Segmentation using the Semi-Supervised Action GAN Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes GAN 22 36 0 20 Sep 2019
Action recognition with spatial-temporal discriminative filter banks Brais Martínez Davide Modolo Yuanjun Xiong Joseph Tighe 23 66 0 20 Aug 2019
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video Isabel Funke S. Bodenstedt F. Oehme F. Bechtolsheim Jürgen Weitz Stefanie Speidel 22 83 0 26 Jul 2019
Novel evaluation of surgical activity recognition models using task-based efficiency metrics Aneeq Zia Liheng Guo Linlin Zhou Irfan Essa A. Jarc 23 33 0 03 Jul 2019
Frontal Low-rank Random Tensors for Fine-grained Action Segmentation Yan Zhang Krikamol Muandet Qianli Ma Heiko Neumann Siyu Tang 37 3 0 03 Jun 2019
Temporal Cycle-Consistency Learning Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL AI4TS 37 274 0 16 Apr 2019
Context-Aware Query Selection for Active Learning in Event Recognition Mahmudul Hasan S. Paul Anastasios I. Mourikis Amit K. Roy-Chowdhury 28 15 0 09 Apr 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 11 139 0 06 Apr 2019
Fast Weakly Supervised Action Segmentation Using Mutual Consistency Yaser Souri Mohsen Fayyaz Luca Minciullo Gianpiero Francesca Juergen Gall 19 52 0 05 Apr 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Yazan Abu Farha Juergen Gall 28 653 0 05 Mar 2019