feat(dedup): 动态抽帧 + 滑动窗口时序匹配 (#1659) #1673

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xiaoxia merged 3 commits from feature/1659-dynamic-keyframe-sliding-window into develop 2026-09-03 23:16:51 +08:00

3 Commits

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xiaoxia db9ee89ffa fix(dedup): ruff lint 修复 — 未使用变量 + zip strict + 冗余 import (#1659)
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2026-09-03 23:09:19 +08:00
CI Bot a0d4f6e111 style: auto-format with black + isort + prettier [skip ci-format-check]
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2026-09-03 15:04:14 +00:00
xiaoxia fac80b1f77 feat(dedup): 动态抽帧 + 滑动窗口时序匹配 (#1659)
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1. 动态抽帧策略 — detect_keyframe_timestamps()
   - 降采样到 320x240 逐帧灰度差异检测场景切换
   - 最小间隔过滤(保留差异最大的候选帧)
   - 数量裁剪到 [MIN_KEYFRAMES=5, MAX_KEYFRAMES=30]
   - 长视频(>3分钟)每 30 秒分段保底

2. 滑动窗口时序匹配 — find_duplicate_segments()
   - 逐帧最佳匹配 → 连续 run 检测(允许 MAX_GAP=2 间隙)
   - 最少 MIN_CONSECUTIVE_MATCHES=5 帧才报告
   - 返回 DuplicateSegment(query/target 时间范围 + 平均距离)

3. 查重算法升级
   - 均值距离 → 中位数距离(抵抗异常值)
   - 新增帧匹配比例条件(match_ratio >= 0.7)
   - Bhattacharyya 系数替代余弦相似度
   - pHash + 直方图加权融合(0.7/0.3)
   - 判定重复后附加 duplicate_segments 字段

4. 删除旧代码
   - 移除 SHORT_VIDEO_CHUNK_SEC/LONG_VIDEO_CHUNK_SEC 固定间隔
   - 移除 compute_chunk_interval()
   - 移除 _average_histogram_similarity()

5. 测试
   - 新增 test_dedup_v2.py: 34 个测试
   - 更新 test_dedup_engine.py/test_duplicate_rate.py/test_dedup_pure.py
   - 清理 test_fingerprint_chunks.py 中旧常量测试
2026-09-03 23:00:21 +08:00