MuHAVi: A Multicamera Human Action Video Dataset for the Evaluation of Action Recognition Methods

By Sanchit Singh, Sergio A. Velastin, Hossein Ragheb. 2010

189 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Biomedical Engineering, Computer Vision and Pattern Recognition

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Citations in the corpus

A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion (2019, methodology): “N N N [63] Activity recognition Camera data Weighted feature fusion Weizmann Dataset[72], MuHAVi Dataset[73], IXMAS Dataset[74] N Y 95.2 - - - - - - - -”
View-Invariant Action Recognition Using Latent Kernelized Structural SVM (2012, unknown): “The MuHAVi dataset [29] contains 17 human action classes: WalkTurnBack, RunStop, Punch, Kick, ShotGunCollapse, PullHeavyObject, PickupThrowObject, WalkFall, LookInCar, CrawlOnKnees, WaveArms, DrawGraffiti, JumpOverFence, DrunkWalk, ClimbLadder, SmashObject and JumpOverGap.”
Video-Based Human Behavior Understanding: A Survey (2013, unknown): “is the use of multiple cameras [72], [136], [137].”
A Review of Human Activity Recognition Methods (2015, unknown): “…et al., 2004) 2004 6 25 2,391 160×120 Weizman (Blank et al., 2005) 2005 10 9 90 180×144 UCF Sports (Rodriguez et al., 2008) 2008 9 200 720×480 MuHAVi (Singh et al., 2010) 2010 17 14 720×576 UCF50 (Reddy and Shah, 2013) 2013 50 6,676 UCF101 (Soomro et al., 2012) 2012 101 13,320 320×240 Movie UCF…”
A Vision-Based System for Intelligent Monitoring: Human Behaviour Analysis and Privacy by Context (2014, methodology): “[40] 97.”
Human Action Recognition With Video Data: Research and Evaluation Challenges (2014, methodology): “Multiview Dataset [11], MuHAVi [169], Virtual Human Action Silhouette [170] [171] and West Virginia University multiview dataset [172] provide datasets for variations in viewpoint.”
Human Daily Action Analysis with Multi-view and Color-Depth Data (2012, background): “MuHAVi [7] Color Yes 17 1904 MSR ADS[8] Depth No 20 4020”
A survey of video datasets for human action and activity recognition (2013, unknown): “MuHAVi 2010 [204] [187] Action recognition [127]”
A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living (2012, methodology): “• MuHAVI dataset [107]: By targeting silhouette-based human action recognition methods, this dataset includes video data obtained from multiple cameras.”
Cross-View Action Recognition via Transferable Dictionary Learning (2016, background): “action dataset [34] and the MuHAVi action dataset [37].”
Action recognition by learning discriminative key poses (2011, methodology): “Note that the baseline evaluation in [17] was based on training on Actor-1 and testing on Actor-4.”