UCF101 swMATH ID: 31216 Software Authors: Khurram Soomro, Amir Roshan Zamir, Mubarak Shah Description: UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild. We introduce UCF101 which is currently the largest dataset of human actions. It consists of 101 action classes, over 13k clips and 27 hours of video data. The database consists of realistic user uploaded videos containing camera motion and cluttered background. Additionally, we provide baseline action recognition results on this new dataset using standard bag of words approach with overall performance of 44.5 Homepage: https://arxiv.org/abs/1212.0402 Related Software: ImageNet; Adam; PWC-Net; FlowNet; KITTI; word2vec; Caffe; MatConvNet; Faster R-CNN; PASCAL VOC; SSD; SMPL; EpicFlow; GitHub; MNIST; EfficientNet; Face2Face; Inception-v4; PyTorch; StarGAN Cited in: 11 Publications all top 5 Cited by 33 Authors 1 Alavi, Azadeh 1 Amerini, Irene 1 Anagnostopoulos, Aris 1 Black, Michael J. 1 Celsi, Lorenzo Ricciardi 1 Chen, Ke 1 Fernando, Basura 1 Geete, Kanu 1 Gong, Shaogang 1 Gould, Stephen 1 Hoffmann, David T. 1 Hospedales, Timothy M. 1 Lee, Sangseung 1 Lin, Dahua 1 Lindeberg, Tony 1 Lovell, Brian C. 1 Maiano, Luca 1 Pandey, Manish Kumar 1 Ranjan, Anurag 1 Romero, Javier 1 Szeliski, Richard 1 Tang, Siyu 1 Tang, Xiaoou 1 Tzionas, Dimitrios 1 Wang, Limin 1 Wang, Qian 1 Wiliem, Arnold 1 Wu, Zhirong 1 Xiong, Yuanjun 1 Xu, Xun 1 You, Donghyun 1 Zhao, Kun 1 Zhao, Yue all top 5 Cited in 7 Serials 5 International Journal of Computer Vision 1 Journal of Fluid Mechanics 1 Journal of Statistical Computation and Simulation 1 Pattern Recognition 1 Journal of Mathematical Imaging and Vision 1 Foundations and Trends in Computer Graphics and Vision 1 Texts in Computer Science Cited in 4 Fields 9 Computer science (68-XX) 2 Statistics (62-XX) 1 Fluid mechanics (76-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year