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 4 of 4 for “"Salient object detection"”.
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Deep Learning Based Salient Object Detection for the Detection of Stains and Holes on Patterned Laundry
The detection of defects is an import part of quality management in many industrial processes, since defective products can either be repaired or sorted out at an early stage. One application area is the detection of stains and holes on laundry after washing in order to sort out items of laundry …
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Deep learning for video salient object detection : a thesis presented in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Computer Science, School of Mathematical and Computational Sciences, Massey University, Albany, Auckland, New Zealand
Video Salient Object Detection (VSOD) is a fundamental task in video analysis, focusing on identifying and segmenting the most visually prominent objects in dynamic scenes. In this thesis, we propose three novel deep learning-based approaches to enhance VSOD performance in complex environments. …
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Visual saliency computation for image analysis
… computation is about detecting and understanding salient regions and elements in a visual scene. Algorithms for visual saliency computation can give clues to where people will look in images, what objects are visually prominent in a scene, etc. Such algorithms could be useful in a wide range of …
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Learning Object Detection with Weak Supervision
… datasets are laborious, especially for object detection --- a challenging vision task. A promising solution for reducing costs is to train models with weak supervision, which provides a good trade-off between model performance and annotation efficiency. This thesis dedicates to weakly …