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
Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement Long Bai Boyi Ma Ruohan Wang Guankun Wang Beilei Cui ... Mobarakol Islam Zhe Min Jiewen Lai Nassir Navab Hongliang Ren 53 0 0 03 May 2025
M2R2: MulitModal Robotic Representation for Temporal Action Segmentation Daniel Sliwowski Dongheui Lee 34 1 0 25 Apr 2025
Data Augmentation for Instruction Following Policies via Trajectory Segmentation Niklas Höpner Ilaria Tiddi H. V. Hoof 49 0 0 25 Feb 2025
Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks Min Yang Zichen Zhang Limin Wang AI4TS 44 0 0 27 Sep 2024
Real-Time Human Action Recognition on Embedded Platforms Ruiqi Wang Zichen Wang Peiqi Gao Mingzhen Li Jaehwan Jeong Yihang Xu Yejin Lee Carolyn M. Baum Lisa Connor Chenyang Lu 51 2 0 09 Sep 2024
PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery Adrito Das Danyal Z. Khan Dimitrios Psychogyios Yitong Zhang John G. Hanrahan ... Santiago Rodriguez Pablo Arbelaez Danail Stoyanov Hani J. Marcus Sophia Bano 49 5 0 02 Sep 2024
Rethinking the Architecture Design for Efficient Generic Event Boundary Detection Ziwei Zheng Zechuan Zhang Yulin Wang Shiji Song Gao Huang Le Yang 38 2 0 17 Jul 2024
Fine-grained Dynamic Network for Generic Event Boundary Detection Ziwei Zheng Lijun He Le Yang Fan Li 36 0 0 05 Jul 2024
Zero-shot Prompt-based Video Encoder for Surgical Gesture Recognition Mingxing Rao Yinhong Qin Soheil Kolouri Jie Ying Wu Daniel Moyer MedIm 29 0 0 28 Mar 2024
Multimodal Transformers for Real-Time Surgical Activity Prediction Keshara Weerasinghe Seyed Hamid Reza Roodabeh Kay Hutchinson H. Alemzadeh 40 2 0 11 Mar 2024
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning Maxence Boels Yang Liu Prokar Dasgupta Alejandro Granados Sebastien Ourselin 43 1 0 10 Mar 2024
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting Tim J. Schoonbeek Tim Houben H. Onvlee Peter H. N. de With Fons van der Sommen 54 23 0 26 Oct 2023
End-to-End Streaming Video Temporal Action Segmentation with Reinforce Learning Jinrong Zhang Wu Wen Sheng-lan Liu Yunheng Li Qifeng Li Lin Feng 36 0 0 27 Sep 2023
Local Compressed Video Stream Learning for Generic Event Boundary Detection Libo Zhang Xin Gu Congcong Li Tiejian Luo Hengrui Fan 28 3 0 27 Sep 2023
Self-supervised Extraction of Human Motion Structures via Frame-wise Discrete Features Tetsuya Abe Ryusuke Sagawa Ko Ayusawa Wataru Takano 18 1 0 12 Sep 2023
Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary Resuscitation Instruction via Temporal Action Segmentation Yang Liu Xiao-Yu Zhong Shiyao Zhai Zhicheng Du Zhenyuan Gao ... V. Pandey Sanyang Han Runming Wang Yuxing Han Peiwu Qin MedIm 35 4 0 31 Aug 2023
How Much Temporal Long-Term Context is Needed for Action Segmentation? Emad Bahrami Rad Gianpiero Francesca Juergen Gall ViT 27 26 0 22 Aug 2023
Actor-agnostic Multi-label Action Recognition with Multi-modal Query Anindya Mondal Sauradip Nag J. Prada Xiatian Zhu Anjan Dutta 23 9 0 20 Jul 2023
Leveraging triplet loss for unsupervised action segmentation Elena Belén Bueno-Benito Biel Tura Vecino Mariella Dimiccoli 30 7 0 13 Apr 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 40 68 0 31 Mar 2023
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering Wei Lin Anna Kukleva Horst Possegger Hilde Kuehne Horst Bischof 48 2 0 09 Mar 2023
Towards Surgical Context Inference and Translation to Gestures Kay Hutchinson Zongyu Li Ian Reyes H. Alemzadeh 31 4 0 28 Feb 2023
Temporal Segment Transformer for Action Segmentation Zhichao Liu Leshan Wang Desen Zhou Jian Wang Songyang Zhang Yang Bai Errui Ding Rui Fan ViT 27 4 0 25 Feb 2023
Generic Event Boundary Detection in Video with Pyramid Features V. Huynh Hyung-Jeong Yang Gueesang Lee Soo-Hyung Kim 33 3 0 11 Jan 2023
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery Chang Shi Y. Zheng A. M. Fey MedIm 34 14 0 03 Dec 2022
Facial Tic Detection in Untrimmed Videos of Tourette Syndrome Patients Yu-Ching Tang Benjamín Béjar J. K. Essoe J. McGuire René Vidal 27 4 0 07 Nov 2022
Distill and Collect for Semi-Supervised Temporal Action Segmentation Sovan Biswas A. Rhodes R. Manuvinakurike G. Raffa R. Beckwith 32 0 0 02 Nov 2022
Temporal Action Segmentation: An Analysis of Modern Techniques Guodong Ding Fadime Sener Angela Yao 54 76 0 19 Oct 2022
Robust Action Segmentation from Timestamp Supervision Yaser Souri Yazan Abu Farha Emad Bahrami Gianpiero Francesca Juergen Gall 27 6 0 12 Oct 2022
Motion Aware Self-Supervision for Generic Event Boundary Detection Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 39 2 0 11 Oct 2022
Hand Hygiene Assessment via Joint Step Segmentation and Key Action Scorer Chenglong Li Qiwen Zhu Tubiao Liu Jin Tang Yu Su 37 1 0 25 Sep 2022
A Circular Window-based Cascade Transformer for Online Action Detection Shuyuan Cao Weihua Luo Bairui Wang Wei Emma Zhang Lin Ma 49 6 0 30 Aug 2022
Review on Action Recognition for Accident Detection in Smart City Transportation Systems Victor A. Adewopo Nelly Elsayed Zag ElSayed Murat Ozer Ahmed Abdelgawad Magdy A. Bayoumi 42 41 0 20 Aug 2022
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation Yang Zhao Yan Song 25 3 0 02 Jul 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 42 35 0 14 Jun 2022
Structured Context Transformer for Generic Event Boundary Detection Congcong Li Xinyao Wang Dexiang Hong Yufei Wang Libo Zhang Tiejian Luo Longyin Wen 25 9 0 07 Jun 2022
Do we really need temporal convolutions in action segmentation? Dazhao Du Fuchun Sun Yu Li Zhongang Qi Hui Xiong Ying Shan ViT 34 16 0 26 May 2022
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection Congcong Li Xinyao Wang Longyin Wen Dexiang Hong Tiejian Luo Libo Zhang 28 16 0 29 Mar 2022
Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos Muheng Li Lei Chen Yueqi Duan Zhilan Hu Jianjiang Feng Jie Zhou Jiwen Lu 19 76 0 26 Mar 2022
Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection Jing Tan Yuhong Wang Gangshan Wu Limin Wang 61 14 0 01 Mar 2022
Boundary-aware Self-supervised Learning for Video Scene Segmentation Jonghwan Mun Minchul Shin Gunsoo Han Sangho Lee S. Ha Joonseok Lee Eun-Sol Kim SSL 59 20 0 14 Jan 2022
SVIP: Sequence VerIfication for Procedures in Videos Yichen Qian Weixin Luo Dongze Lian Xu Tang P. Zhao Shenghua Gao ViT 34 17 0 13 Dec 2021
Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection Jiaqi Tang Zhaoyang Liu Chao Qian Wayne Wu Limin Wang 17 17 0 09 Dec 2021
Exploring Temporal Granularity in Self-Supervised Video Representation Learning Rui Qian Yeqing Li Liangzhe Yuan Boqing Gong Ting Liu Matthew A. Brown Serge Belongie Ming-Hsuan Yang Hartwig Adam Huayu Chen AI4TS 61 6 0 08 Dec 2021
UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection Hyolim Kang Jinwoo Kim Taehyun Kim Seon Joo Kim 43 25 0 29 Nov 2021
Hand-Object Contact Prediction via Motion-Based Pseudo-Labeling and Guided Progressive Label Correction Takuma Yagi Md. Tasnimul Hasan Yoichi Sato 22 5 0 19 Oct 2021
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 79 174 0 16 Oct 2021
CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation Tianlin Li Jingen Liu Tao Mei Jiebo Luo 24 7 0 30 Sep 2021
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey Ngan Le V. Rathour Kashu Yamazaki Khoa Luu Marios Savvides VLM AI4TS 16 156 0 25 Aug 2021
FIFA: Fast Inference Approximation for Action Segmentation Yaser Souri Yazan Abu Farha Fabien Despinoy Gianpiero Francesca Juergen Gall 49 22 0 09 Aug 2021