目標檢測相關的資源列表 (目標檢測最近幾年的最新成果)
轉載自:極市平臺
Introduction
Tutorials
Papers
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Objectness Scoring
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Similarity Grouping
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Supervised Learning
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Hybrid / Part-based
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RGB-D
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Shao Huang, Weiqiang Wang, Shengfeng He, and Rynson W.H. Lau, Stereo Object Proposals, TIP, 2017.
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Elastic Edge Boxes
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Jing Liu, Tongwei Ren, Yuantian Wang, Sheng-Hua Zhong, Jia Bei, Shengchao Chen,
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Re-ranking & Refinement
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Spatio-Temporal
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Katerina Fragkiadaki, Pablo Arbelaez, Panna Felsen, and Jitendra Malik, Learning to Segment Moving Objects in Videos, CVPR, 2015.
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Evaluation
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Low-Level Processing
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Felzenszwalb's segmentation
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SLIC Superpixels [Project]
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Radhakrishna Achanta, Appu Shaji, Kevin Smith, Aurelien Lucchi, Pascal Fua, and Sabine Süsstrunk, SLIC Superpixels Compared to State-of-the-art Superpixel Methods, TPAMI, 2012.
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Structured Edge Detection [Code]
Datasets
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Mark Everingham, Luc Van Gool, Christopher K. I. Williams, John Winn, and Andrew Zisserman,
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Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, and Piotr Dollár, Microsoft COCO: Common Objects in Context, ECCV, 2014.
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