Occlusion-robust object tracking based on the confidence of online selected hierarchical features - Liu, Mingjie; Jin, Cheng-Bin; Yang, Bin; Cui, Xuenan; Kim, Hakil (IET image processing, 2018)
Keywords: appearance model update strategy; CF‐based trackers; CNN; computation redundancy; convolutional layers; convolutional neural networks; correlation filters; deep learning‐based trackers; feature extraction; feature map selection method; learning (artificial intelligence); model corruption; neural nets; object detection; object tracking; occlusion‐robust object tracking; online selected hierarchical features; OTB‐2015 datasets; Research Article; tracking accuracy; tracking performance; useless information; visual object tracking; CNN; deep learning-based trackers; useless information; tracking accuracy; CF-based trackers; object detection; occlusion-robust object tracking; model corruption; online selected hierarchical features; feature extraction; correlation filters; visual object tracking; feature map selection method; object tracking; appearance model update strategy; tracking performance; computation redundancy; convolutional neural networks; learning (artificial intelligence); OTB-2015 datasets; convolutional layers; neural nets