Semantic segmentation with less annotation efforts by Zhang, Tianyi

“…The supervision format of image-level labels for weakly supervised semantic segmentation is investigated in this thesis. To recover the pixel-wise annotations from image-level labels, region-mining models are trained to approximate the target object regions. …”
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Search by image : clothing segmentation and retrieval by Shi, Ganyu

“…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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Unsupervised multi-texture image segmentation by Neena Mittal

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Incremental learning technologies for semantic segmentation by Yang, Yizhuo

“…Semantic segmentation models based on deep learning technologies have achieved remarkable results in recent years. …”
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Chinese text segmentation for information retrieval by Li, Hui

“…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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Evaluation of watershed transform in image segmentation by Min Min Thein.

“…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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Delving deeper into the whorl of flower segmentation by Nilsback, M, Zisserman, A

“…Performance is assessed against ground truth trimap segmentations. The algorithms is also compared to several previous approaches for flower segmentation.…”

An object category specific mrf for segmentation by Kumar, MP, Torr, PHS, Zisserman, A

“…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. …”

Image segmentation with minimal human supervision by Shin, G

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Learning segmentation from point trajectories by Karazija, L, Laina, I, Rupprecht, C, Vedaldi, A

“…<p>We consider the problem of segmenting objects in videos based on their motion and no other forms of supervision. …”

Superconducting resonator and Rydberg atom hybrid system in the strong coupling regime by Yu, Deshui, Landra, Alessandro, Valado, María Martínez, Hufnagel, Christoph, Kwek, Leong Chuan, Amico, Luigi, Dumke, Rainer

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Coherent perfect absorption in deeply subwavelength films in the single-photon regime by Roger, Thomas, Vezzoli, Stefano, Bolduc, Eliot, Valente, Joao, Heitz, Julius J. F., Jeffers, John, Soci, Cesare, Leach, Jonathan, Couteau, Christophe, Zheludev, Nikolay I., Faccio, Daniele

“…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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China’s export control regime : from state to private sector proliferation by Yoram Evron

“…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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The Palk Strait project : a transit passage regime for a canal? by Mohd Hazmi Mohd Rusli

“…Will the transit passage regime apply in the Palk Strait to international maritime navigation?…”
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Vision-language modelling for radiological imaging and reports in the low data regime by Windsor, R, Jamaludin, A, Kadir, T, Zisserman, A

Relict and modern sediments on the continental shelf of the northern South China Sea: a reconsideration by Wang, Yuming, Chen, Xiaohong, Switzer, Adam D., Li, Linlin, Xu, Yang, Wang, Yukun, Zhang, Peizhen

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Single-histogram class models for image segmentation by Schroff, F, Criminisi, A, Zisserman, A

“…The benefit of the single histograms is that they are much more efficient both in terms of memory and computational resources; and (ii) we show that bag of visual words histograms can provide an accurate pixel-wise segmentation of an image into object class regions. In this manner the compact models of visual object classes give simultaneous segmentation and recognition of image regions.…”

Scalable cascade inference for semantic image segmentation by Sturgess, P, Ladický, L, Crook, N, Torr, PHS

“…Semantic image segmentation is a problem of simultaneous segmentation and recognition of an input image into regions and their associated categorical labels, such as person, car or cow. …”

Automated breast masses segmentation in digitized mammograms by Zhang, Han, Foo, Say Wei, Thng, Choon Hua, Krishnan, Shankar M.

“…In this paper, an automated segmentation method is proposed. The method is applied to the segmentation of breast masses in digitized mammograms and it operates on the whole mammograms instead of manually selected regions. …”
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Boundary-aware feature propagation for scene segmentation by Ding, Henghui, Jiang, Xudong, Liu, Ai Qun, Thalmann, Nadia Magnenat, Wang, Gang

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