Differential geometry driven 3D point cloud compression coding

Transforming 3D data with advanced algorithms and mathematical models for optimal performance.

Innovative Point Cloud Compression Solutions

We specialize in advanced mathematical models and algorithms for efficient point cloud compression, ensuring optimal performance and data integrity in various applications.

An array of 3D geometric shapes, including cylinders and rectangular prisms, arranged in a dense pattern. The shapes are predominantly in shades of green, creating a harmonious and uniform visual appearance.

Point Cloud Services

Specialized algorithms for efficient point cloud compression, enhancing data storage and retrieval.

Theoretical Analysis Phase

An array of three-dimensional geometric shapes featuring triangular pyramids arranged in a symmetrical pattern. The shapes have a glowing cyan outline, creating a futuristic and dynamic visual effect against a dark background.

Studying mathematical models for optimal point cloud data compression.

A series of gray pixelated spheres are arranged in a symmetrical pattern against a teal background, creating a sense of depth and repetition. The spheres have a blocky, voxel-like structure, resembling digital or abstract art.

A network of interconnected translucent cubes set against a dark background, connected by thin lines, forming a complex geometric structure.

Algorithm Design Phase

Developing advanced encoding algorithms for improved feature extraction and compression.

Testing performance on public datasets to ensure effective compression ratios and reliability.

Experimental Validation Phase

Point Cloud

Innovative algorithms for efficient point cloud compression and encoding.

A geometric, three-dimensional object composed of a grid-like pattern floats against a light green background.

Theoretical Analysis

Studying differential geometry for point cloud modeling.

A geometric arrangement of numerous QR codes fills the perspective with a grid-like pattern. The codes are aligned in a curved fashion, creating a sense of depth and a digital, futuristic atmosphere.

Algorithm Design

Developing optimized algorithms for data compression processes.

A dense cluster of three-dimensional cubes in varying shades of blue and pink, creating a geometric, abstract texture with depth and complexity.

An abstract 3D geometric structure composed of interlocking rectangular prisms with dotted surfaces in green and reflective metallic cylindrical shapes surrounding it. The background is a dark gradient.

Experimental Validation

Testing algorithms on public 3D point cloud datasets.

Performance Evaluation

Assessing compression ratios and algorithm effectiveness.