DCFNet: Discriminant Correlation Filters Network for Visual Tracking 閱讀
作者將DCF視爲在Siamese網絡中添加的相關濾波層，並通過將網絡輸出定義爲跟蹤目標位置的概率熱圖來推導反向傳播。將特徵提取網絡和相關濾波網絡一起進行端到端訓練。 Abstract. Discriminant Correlation Filters (DCF) based methods now become a kind of dominant approach to online objec
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- 1. DCFNET: DISCRIMINANT CORRELATION FILTERS NETWORK FOR VISUAL TRACKING
- 2. 論文筆記DCFNET: Discriminant Correlation Filters Network For Visual Tracking
- 3. Learning Spatially Regularized Correlation Filters for Visual Tracking （SRDCF）
- 4. Visual Object Tracking using Adaptive Correlation Filters
- 5. SANet：Structure-Aware Network for Visual Tracking 閱讀筆記
- 6. Kernelized Correlation Filters (KCF) Tracking算法
- 7. 《Learning Spatially Regularized Correlation Filters for Visual Tracking》---文獻理解翻譯
- 8. Object Tracking Paper(7):ACFN--Attentional Correlation Filter Network for Adaptive Visual Tracking
- 9. CVPR 2018 STRCF:《Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking》論文筆記
- 10. CVPR 2018 MCCT:《Multi-Cue Correlation Filters for Roubust Visual Tracking》論文筆記
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相關文章
- 1. DCFNET: DISCRIMINANT CORRELATION FILTERS NETWORK FOR VISUAL TRACKING
- 2. 論文筆記DCFNET: Discriminant Correlation Filters Network For Visual Tracking
- 3. Learning Spatially Regularized Correlation Filters for Visual Tracking （SRDCF）
- 4. Visual Object Tracking using Adaptive Correlation Filters
- 5. SANet：Structure-Aware Network for Visual Tracking 閱讀筆記
- 6. Kernelized Correlation Filters (KCF) Tracking算法
- 7. 《Learning Spatially Regularized Correlation Filters for Visual Tracking》---文獻理解翻譯
- 8. Object Tracking Paper(7):ACFN--Attentional Correlation Filter Network for Adaptive Visual Tracking
- 9. CVPR 2018 STRCF:《Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking》論文筆記
- 10. CVPR 2018 MCCT:《Multi-Cue Correlation Filters for Roubust Visual Tracking》論文筆記