Search: semantic consistency — Academic Articles

Visual Localization and Target Perception Based on Panoptic Segmentation

Kefeng Lv, Yongsheng Zhang, Ying Yu, Zhenchao Zhang et al. • Remote Sensing (2022)

Visual localization is a core part of many computer vision and geospatial perception applications; however, the ever-changing time phase and environment present challenges. Moreover, the ever-enriching spatial data types and sensors create ...

DOAJ Open Access (DOAJ) DOI: 10.3390/rs14163983

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Semantic-Aware Guided Low-Light Image Super-Resolution

Sheng Ren, Rui Cao, Wenxue Tan, Yayuan Tang • IEEE Access (2024)

The single image super-resolution based on deep learning has achieved extraordinary performance. However, due to inevitable environmental or technological limitations, some images not only have low resolution but also low brightness. The ex...

DOAJ Open Access (DOAJ) DOI: 10.1109/ACCESS.2024.3403096

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Prototype-oriented contrastive mean-teacher for unsupervised domain adaptive object detection

Qi Cao, Jianwen Tao, Yufang Dan, Di Zhou • Scientific Reports (2026)

Abstract Unsupervised domain adaptive object detection (UDA-OD) aims to deploy a detector trained on source domain(s) to a new, unlabeled target domain. Carrying out mean-teacher self-training for UDA-OD poses a significant challenge, given...

DOAJ Open Access (DOAJ) DOI: 10.1038/s41598-026-44991-7

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Academic Articles & Research Papers

Visual Localization and Target Perception Based on Panoptic Segmentation

Semantic-Aware Guided Low-Light Image Super-Resolution

Prototype-oriented contrastive mean-teacher for unsupervised domain adaptive object detection