Search Results - "Wang, Guanshuo"
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Self-Similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-Identification
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01-10-2019)“…Domain adaptation in person re-identification (re-ID) has always been a challenging task. In this work, we explore how to harness the similar natural…”
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Conference Proceeding -
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Receptive Multi-Granularity Representation for Person Re-Identification
Published in IEEE transactions on image processing (01-01-2020)“…A key for person re-identification is achieving consistent local details for discriminative representation across variable environments. Current stripe-based…”
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Journal Article -
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Self-Guided Body Part Alignment With Relation Transformers for Occluded Person Re-Identification
Published in IEEE signal processing letters (2021)“…Person re-identification in the wild is often challenged by occlusion. Existing methods mainly rely on learned external cues like pose or parsing to ease…”
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Journal Article -
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Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search
Published 08-03-2023“…Text-based Person Search (TPS), is targeted on retrieving pedestrians to match text descriptions instead of query images. Recent Vision-Language Pre-training…”
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Journal Article -
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Generalizable Person Search on Open-world User-Generated Video Content
Published 16-10-2023“…Person search is a challenging task that involves detecting and retrieving individuals from a large set of un-cropped scene images. Existing person search…”
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Journal Article -
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Rethinking Clothes Changing Person ReID: Conflicts, Synthesis, and Optimization
Published 18-04-2024“…Clothes-changing person re-identification (CC-ReID) aims to retrieve images of the same person wearing different outfits. Mainstream researches focus on…”
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Journal Article -
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Domain Adaptive Person Search
Published 25-07-2022“…Person search is a challenging task which aims to achieve joint pedestrian detection and person re-identification (ReID). Previous works have made significant…”
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Journal Article -
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Receptive Multi-granularity Representation for Person Re-Identification
Published 31-08-2020“…IEEE Transactions on Image Processing 29, 6096-6109, 2020 A key for person re-identification is achieving consistent local details for discriminative…”
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Journal Article -
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Learning Discriminative Features with Multiple Granularities for Person Re-Identification
Published 14-08-2018“…The combination of global and partial features has been an essential solution to improve discriminative performances in person re-identification (Re-ID) tasks…”
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Journal Article -
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Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network
Published 09-03-2020“…Accurate temporal action proposals play an important role in detecting actions from untrimmed videos. The existing approaches have difficulties in capturing…”
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Journal Article -
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Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification
Published 25-11-2018“…Domain adaptation in person re-identification (re-ID) has always been a challenging task. In this work, we explore how to harness the natural similar…”
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Journal Article -
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SoccerNet 2023 Challenges Results
Published 12-09-2023“…The SoccerNet 2023 challenges were the third annual video understanding challenges organized by the SoccerNet team. For this third edition, the challenges were…”
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Journal Article