Gate3DGen: A Pre-processing Model that Selectively Purifies Real-World Images for 3D Generation

Xiaolin Li, Zihao Huang, Fanpeng Meng +5

Single-image 3D generation has achieved high fidelity on curated benchmarks, yet degrades sharply on real-world images with uneven illumination, blur, and occlusions. Purifying suc…