Isolated Points Prediction via Deep Neural Network on Point Cloud Lossless Geometry Compression.
Ziwei WeiBenben NiuHaodong XiaoYun HePublished in: IEEE Trans. Circuits Syst. Video Technol. (2023)
Keyphrases
- point cloud
- point sets
- neural network
- predictive coding
- point cloud data
- lossless compression
- image compression
- triangular mesh
- structure from motion
- surface reconstruction
- normal vectors
- multi view stereo
- lossy compression
- plane fitting
- point correspondences
- dominant plane
- cad model
- data compression
- compression scheme
- arithmetic coding
- three dimensional
- stereo camera
- compression ratio
- laser scanner
- image processing
- pairwise
- reconstructed surface
- data points
- convex hull
- compression algorithm
- high quality
- geometric constraints
- machine learning