Sökning: "Disparity Refinement"

Hittade 2 uppsatser innehållade orden Disparity Refinement.

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

   Master-uppsats, Linköpings universitet/Datorseende

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

   Sammanfattning : 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. LÄS MER

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

   Kandidat-uppsats, Mittuniversitetet/Avdelningen för informationssystem och -teknologi

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

   Sammanfattning : 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. LÄS MER