Essays about: "Disparity Refinement"

Found 2 essays containing the words Disparity Refinement.

1. 1. Normalized Convolution Network and Dataset Generation for Refining Stereo Disparity Maps

   University essay from Linköpings universitet/Datorseende

   Author : Daniel Cranston; Filip Skarfelt; [2019]
   Keywords : Disparity Map; Disparity Refinement; Dataset Generation; Neural Network; Normalized Convolution;

   Abstract : Finding disparity maps between stereo images is a well studied topic within computer vision. While both classical and machine learning approaches exist in the literature, they frequently struggle to correctly solve the disparity in regions with low texture, sharp edges or occlusions. READ MORE

3. 2. Correspondence-based pairwise depth estimation with parallel acceleration

   University essay from Mittuniversitetet/Avdelningen för informationssystem och -teknologi

   Author : Nadine Bartosch; [2018]
   Keywords : Depth estimation; disparity; stereo vision; stereo correspondence; NVIDIA; GPU; CUDA; parallelization;

   Abstract : This report covers the implementation and evaluation of a stereo vision corre- spondence-based depth estimation algorithm on a GPU. The results and feed- back are used for a Multi-view camera system in combination with Jetson TK1 devices for parallelized image processing and the aim of this system is to esti- mate the depth of the scenery in front of it. READ MORE