anchor-based representation 1gaussian splatting 1granular ball computing 1novel view synthesis 1point cloud partitioning 1
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cs.CV2026
3DGBGS: 3D Granular Ball Gaussian Splatting for Compact Novel View Synthesis
Meng Yang, Shuyin Xia, Dawei Dai +1
The paper presents 3DGBGS, a compact anchor-based framework for novel-view synthesis that adaptively partitions SfM point clouds into granular balls to reduce the number of anchors…
cs.CV2026
Square Superpixel Generation and Representation Learning via Granular Ball Computing
Shuyin Xia, Meng Yang, Dawei Dai +6
Superpixels provide a compact region-based representation that preserves object boundaries and local structures, and have therefore been widely used in a variety of vision tasks to…