Special Issue on Performance Evaluation in Computer Vision

In this topical collection (19 articles)

1. 

   OriginalPaper

   LaSOT: A High-quality Large-scale Single Object Tracking Benchmark

   Heng Fan, Hexin Bai, Liting Lin, Fan Yang… Pages 439-461

2. OriginalPaper

   Benchmarking the Robustness of Semantic Segmentation Models with Respect to Common Corruptions

   Christoph Kamann, Carsten Rother Pages 462-483

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3. 

   OriginalPaper

   Image Matching Across Wide Baselines: From Paper to Practice

   Yuhe Jin, Dmytro Mishkin, Anastasiia Mishchuk… Pages 517-547

4. OriginalPaper

   HOTA: A Higher Order Metric for Evaluating Multi-object Tracking

   Jonathon Luiten, Aljos̆a Os̆ep… Pages 548-578

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5. OriginalPaper

   Reference Pose Generation for Long-term Visual Localization via Learned Features and View Synthesis

   Zichao Zhang, Torsten Sattler… Pages 821-844

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6. OriginalPaper

   MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking

   Patrick Dendorfer, Aljos̆a Os̆ep, Anton Milan… Pages 845-881

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7. OriginalPaper

   A Benchmark and Evaluation of Non-Rigid Structure from Motion

   Sebastian Hoppe Nesgaard Jensen… Pages 882-899

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8. 

   OriginalPaper

   Evaluation of Inpainting and Augmentation for Censored Image Queries

   Samuel Black, Somayeh Keshavarz… Pages 977-997

9. OriginalPaper

   The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection

   Paul Bergmann, Kilian Batzner, Michael Fauser… Pages 1038-1059

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10. 

    OriginalPaper

    Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications

    Arvind Kumar Shekar, Liang Gou, Liu Ren… Pages 1185-1201

11. OriginalPaper

    Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems

    Keyan Ding, Kede Ma, Shiqi Wang… Pages 1258-1281

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12. 

    OriginalPaper

    A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives

    Siyuan Li, Wenqi Ren, Feng Wang… Pages 1301-1322

13. 

    OriginalPaper

    An Exploration of Embodied Visual Exploration

    Santhosh K. Ramakrishnan, Dinesh Jayaraman… Pages 1616-1649

14. 

    OriginalPaper

    Mimetics: Towards Understanding Human Actions Out of Context

    Philippe Weinzaepfel, Grégory Rogez Pages 1675-1690

15. OriginalPaper

    Evaluation Metrics for Conditional Image Generation

    Yaniv Benny, Tomer Galanti, Sagie Benaim… Pages 1712-1731

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16. 

    OriginalPaper

    Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition

    Jiebin Yan, Yu Zhong, Yuming Fang… Pages 1768-1786

17. Editorial

    Guest Editorial: Special Issue on Performance Evaluation in Computer Vision

    Daniel Scharstein, Angela Dai… Pages 2029-2030

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18. OriginalPaper

    VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change

    Mubariz Zaffar, Sourav Garg, Michael Milford… Pages 2136-2174

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19. OriginalPaper

    Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer

    Markos Georgopoulos, James Oldfield… Pages 2288-2307

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