Essays about: "SRDCF"

Found 2 essays containing the word SRDCF.

1. 1. Incorporating Scene Depth in Discriminative Correlation Filters for Visual Tracking

   University essay from Linköpings universitet/Datorseende

   Author : John Stynsberg; [2018]
   Keywords : Tracking; Visual; Deep; Learning; Machine; Learning; CNN; Convolutional; Neural; Network; Unsupervised; Learning; Clustering; Genetic Algorithms; Features; Visual featues; Channel; Coding; RGBD; Scene; Depth; Map; Kinect; Discriminative; Correlation; Filters; SRDCF; DCF; Spatial; Spatially; Regularized; Hyperparameter; Search; Occlusion; Detection; Handling; Kalman; Filters; Normalized; Convolution; Bayesian; Gaussian; Mixture; Scale; Estimation; Conjugate; Gradient; Linkoping; Sweden; Visuell; Följning; Särdrag; Djupa; Faltningsnätverk; Maskininlärning; Djup; Inlärning; Genetiska; Algoritmer; Klustring; Djup; RGBD; Linköping; Sverige;

   Abstract : Visual tracking is a computer vision problem where the task is to follow a targetthrough a video sequence. Tracking has many important real-world applications in several fields such as autonomous vehicles and robot-vision. READ MORE

3. 2. Visual Tracking Using Deep Motion Features

   University essay from Linköpings universitet/Datorseende

   Author : Susanna Gladh; [2016]
   Keywords : Visual tracking; tracking; optical flow; deep features; DCF; correlation filters; SRDCF; computer vision;

   Abstract : Generic visual tracking is a challenging computer vision problem, where the position of a specified target is estimated through a sequence of frames. The only given information is the initial location of the target. READ MORE