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Original file line number Diff line number Diff line change 1+ - 基本思路:整体级联、Stage1(E0+共享解码)、Stage2(E1+共享解码)
2+ ```
3+ I_{t-1} (HR 3x2H×2W)
4+ │ (运动对齐 / 外部warp)
5+ └─→ WarpHighColor_{t-1→t} (HR)
6+ │ S2D(scale=2) → 12ch
7+ i_t (LR 3) ─┐
8+ depth_t (1) ├──── concat → 16ch → Encoder E0 → Multi-scale feats → Shared Decoder → I_t_high (HR 3)
9+ │
10+ └──────────────────────────────────────────┐
11+ WarpLowColor_{t+1→t} (LR 3) | │ |
12+ I_t_high (HR 3) ── S2D → 12ch | │ |
13+ I_t_high bicubic → 3ch | │ |
14+ depth_t (1) | │ |
15+ concat → 19ch → Encoder E1 → feats → Shared Decoder → I_{t+1}_high (HR 3)
16+ ```
17+ - E 0
18+ ```
19+ [ i_t | depth_t | S2D(WarpHighColor_{t-1→t}) ] (B,16,H,W)
20+ │
21+ Stem: 3×3 Conv+PReLU → ResBlock → f1 (32 ch)
22+ │
23+ ├─ DownBlock(stride2) → 64 ch → f2
24+ │
25+ ├─ DownBlock(stride2) → 128 ch → f3
26+ │
27+ └─ DownBlock(stride2) → 256 ch → DepthGuidedAttention → f4
28+
29+ Decoder(共享):
30+ f4 → Up(×2, ConvT) → 128 ─ Add f3 → Refine(Conv+Res) → 128a
31+ 128a → Up → 64 ─ Add f2 → Refine → 64a
32+ 64a → Up → 32 ─ Add f1 → Refine → 32a
33+ 32a ─ Concat[ + f1 ] → Conv → 46 → Conv → 12 → PixelShuffle(scale=2) → I_t_high (B,3,2H,2W)
34+ 收集解码特征: [128a,64a,32a]
35+ ```
36+ - E 1
37+ ```
38+
39+ ```
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