Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"panoptic segmentation"”.
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Addressing Occlusion in Panoptic Segmentation
… effect in the context of the newly introduced panoptic segmentation task. The panoptic segmentation task combines both semantic and instance segmentation to perform labelling of the entire image. The novel classification method replaces the object detection pipeline in UPSNet, a Mask R-CNN …
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Efficient transformer-based panoptic segmentation via knowledge distillation
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2023-09-01 without embargo terms
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Unraveling Complexity: Panoptic Segmentation in Cellular and Space Imagery
… the application of semi-supervised learning in segmentation tasks. We focus on panoptic segmentation, a task that combines semantic segmentation (assigning a class to each pixel) and instance segmentation (grouping pixels into different object instances). We choose two segmentation tasks in …
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Autonomous Navigation and Simultaneous 3D Mapping with a UGV in an Open-Ended Environment
… navigation system that integrates Detectron2's Panoptic FPN model with multi-sensor fusion and simultaneous 3D mapping capabilities for the Clearpath Husky A200 unmanned ground vehicle (UGV) operating in complex outdoor environments. By combining panoptic segmentation for comprehensive scene …
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Towards Comprehensive Visual Understanding via Deep Neural Networks
… Domain Adaptation (UDA), Exemplar-guided Video Segmentation (EVS), Video Instance Segmentation (VIS), Video Semantic Segmentation (VSS), Video Panoptic Segmentation (VPS), and Human-Object Interaction Detection (HOI Detection).
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Efficient Systems and Algorithms for Deep Learning on Point Clouds
… is also the 1 st place winner at the semantic segmentation challenge of 6th AI Driving Olympics and 2nd place holder at the nuScenes panoptic segmentation challenge in 2021.
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Exploiting relations among output variables for prediction and forecasting
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2022-11-11 without embargo terms
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From pixels to regions: Toward universal image segmentation
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2022-11-15 without embargo terms