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AnyImage/openspec/changes/restore-cutout-depth-extension/proposal.md
nan a0dd6e4a88 feat: Add restore cutout depth extension with edge depth correction
- Introduced a new extension for restoring cutout depth with edge correction.
- Implemented edge depth extension algorithm in `edge_depth.py` to enhance depth accuracy near cutout edges.
- Updated `generate_moge_artifacts` to include an option for extending depth edges during depth generation.
- Modified cutout job processing to enable edge depth extension based on depth request.
- Added comprehensive tests for edge depth functionality, ensuring correct behavior under various scenarios.
- Updated existing node loading functions to remove asset revision dependencies, simplifying the loading process.
- Created new design and proposal documentation outlining the goals and decisions for the extension.
2026-09-13 20:36:52 +08:00

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Why

Cutout 轮廓附近的背景深度会形成长条拖尾。蜘蛛和恐龙头骨实测表明,生成时延伸深度 4 像素可明显减少拖尾,适合在深度产物生成阶段恢复。

What Changes

  • 仅为 Cutout 深度产物恢复已实测的旧版边缘延伸:可靠来源 Alpha ≥ 0.95、内侧保护 2 px、外侧延伸 4 px、局部平滑。
  • 保留旧算法的来源筛选、分量隔离与回退规则;剪裁 Alpha 继续定义可见轮廓,不新增来源阈值联动或设置。
  • 普通 Depth Plane、全景深度与 Normal 使用原始预测;Cutout 深度及 Metadata 使用同一修复结果。

Capabilities

New Capabilities

  • cutout-depth-extension: Cutout 专用的可靠边缘深度延伸、产物隔离与实图验收。

Modified Capabilities

无;相关规范尚未归档至 openspec/specs。

Impact

涉及 Cutout Job、共享 MoGe 产物入口、服务端深度处理与相关测试。复用现有 NumPy/SciPy,核对服务端依赖声明。实现范围为生成的 Cutout 深度图及配套 Metadata;几何节点源码、参数、revision 和 .blend 资产保持现状。