WebAug 8, 2024 · 91.4% on IXMAS datasets and WVU datasets respectively. 1. Introduction . Multi-views action recognition a quite challenging research in computer vision, mainly because the is features of the same action are very different in different views. By using the single-view methods[1-4] WebUses the as IXMAS dataset for training. - C3DTCN/ixmas_dataset.py at master · pseudobrilliant/C3DTCN TCN using C3D to generate feature vectors from multi-view …
Task-driven joint dictionary learning model for multi-view human …
WebJan 4, 2024 · For evaluation purposes, two multiview human action recognition datasets are used MCAD and IXMAS. The MCAD dataset, which is known for its uncontrolled and multi-view motions, was used in this study to show that the proposed technique worked better. MCAD has 18 action categories and 14,298 action examples. WebFinally, a random forest classifier is employed to predict the action category in terms of the learned representation. Experiments conducted on the multiview IXMAS action dataset … fials catania
Example actions of the IXMAS dataset. Each row ... - ResearchGate
WebJan 12, 2024 · This paper presents new data augmentation and action representation approaches to grow training sets. The proposed approach is based on two fundamental concepts: virtual video generation for augmentation and representation of the action videos through robust features. WebThe IXMAS dataset [531] has 11 actors, each performing 13 actions with three repetitions. The actions are check watch, cross arms, scratch head, sit down, get up, turn around, … WebWe carried out experiments using the IXMAS [8] dataset. This dataset is a challenging one, since the subjects freely choose their position and orientation. Therefore, each camera has captured different viewing angles, which makes the task harder. Figure 1 shows the results of the classification on each individual camera for IXMAS dataset ... depressing drawings easy