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Semantic segmentation with less annotation efforts
Published 2020“…Semantic segmentation is a pixel-wise classification task, which is to predict class label to every pixel within an image. …”
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Thesis-Doctor of Philosophy -
23
Incremental learning technologies for semantic segmentation
Published 2022“…Semantic segmentation models based on deep learning technologies have achieved remarkable results in recent years. …”
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Thesis-Master by Coursework -
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Chinese text segmentation for information retrieval
Published 2008“…Despite a host of word segmentation approaches and Chinese information systems that exist today, little work has been done to co-relate segmentation performance and IR effectiveness. …”
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Thesis -
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Evaluation of watershed transform in image segmentation
Published 2008“…This dissertation develops the practical image processing toolbox, and related computer programs for the evaluation of watershed transform in image segmentation.…”
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Thesis -
26
Search by image : clothing segmentation and retrieval
Published 2019“…We divide our system into two main stages: 1) Segmentation: We segment the query image into individual clothing classes, and use them as regions of interest for subsequent retrieval. 2) Retrieval: For each of the clothing item, we use image retrieval techniques to fetch visually similar products. …”
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Final Year Project (FYP) -
27
Delving deeper into the whorl of flower segmentation
Published 2009“…Performance is assessed against ground truth trimap segmentations. The algorithms is also compared to several previous approaches for flower segmentation.…”
Journal article -
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An object category specific mrf for segmentation
Published 2007“…In this chapter we present a principled Bayesian method for detecting and segmenting instances of a particular object category within an image, providing a coherent methodology for combining top down and bottom up cues. …”
Conference item -
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Learning segmentation from point trajectories
Published 2025“…<p>We consider the problem of segmenting objects in videos based on their motion and no other forms of supervision. …”
Conference item -
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UNCLOS and its Limitations as the Foundation for a Regional Maritime Security Regime
Published 2016“…The 1982 UN Convention on the Law of the Sea (UNCLOS) provides the foundation for an effective regional maritime security regime. However, this large and complex Convention is not without its limitations. …”
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Working Paper -
32
Superconducting resonator and Rydberg atom hybrid system in the strong coupling regime
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Journal Article -
33
Coherent perfect absorption in deeply subwavelength films in the single-photon regime
Published 2018“…Extending the control of absorption down to very low light levels and eventually to the single-photon regime is of great interest and yet remains largely unexplored. …”
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Journal Article -
34
China’s export control regime : from state to private sector proliferation
Published 2011“…During the last decade China has strengthened its export control regime. In response, private companies have replaced state-owned corporations as the leading proliferators, thus posing challenges both to China and to the world.…”
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Commentary -
35
The Palk Strait project : a transit passage regime for a canal?
Published 2012“…Will the transit passage regime apply in the Palk Strait to international maritime navigation?…”
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Commentary -
36
Vision-language modelling for radiological imaging and reports in the low data regime
Published 2024Conference item -
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Risk approach towards geographical segment reporting.
Published 2008“…This paper proposed a new approach towards geographical segment reporting in the consolidated financial statements. …”
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Final Year Project (FYP) -
38
Boundary-aware feature propagation for scene segmentation
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Conference Paper -
39
Deep learning for object detection and image segmentation
Published 2020“…In the proposed approach, we segmented and labelled multiple perspective of a view using a convolutional neural network. …”
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Final Year Project (FYP) -
40
Referring expression segmentation: from conventional to generalized
Published 2024“…Among the complex integrated tasks, one particularly challenging and important task is Referring Expression Segmentation (RES), which aims to generate a segmentation mask for a target object in a given image as described by a given natural language query expression, involving both computer vision and natural language processing. …”
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Thesis-Doctor of Philosophy