Placing objects in context via inpainting for out-of-distribution segmentation by De Jorge, P, Volpi, R, Dokania, PK, Torr, PHS, Rogez, G

“…When deploying a semantic segmentation model into the real world, it will inevitably encounter semantic classes that were not seen during training. …”

Using multiple segmentations to discover objects and their extent in image collections by Russell, BC, Efros, AA, Sivic, J, Freeman, WT, Zisserman, A

“…Given a large dataset of images, we seek to automatically determine the visually similar object and scene classes together with their image segmentation. To achieve this we combine two ideas: (i) that a set of segmented objects can be partitioned into visual object classes using topic discovery models from statistical text analysis; and (ii) that visual object classes can be used to assess the accuracy of a segmentation. …”

DiffuSeg: domain-driven diffusion for medical image segmentation by Zhang, L, Wu, F, Bronik, K, Papiez, BW

“…Initially, we apply our method to the MNIST dataset and subsequently adapt it for use with medical image segmentation datasets, such as retinal fundus images for vessel segmentation and MRI images for heart segmentation. …”

Constructing Convex Inner Approximations of Steady-State Security Regions by Nguyen, Hung D., Dvijotham, Krishnamurthy, Turitsyn, Konstantin

“…It establishes a certificate for the self-mapping of a polytope region constructed around a given feasible operating point. …”
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Rain attenuation prediction model for satellite communications in tropical regions by Yeo, Jun Xiang, Lee, Yee Hui, Ong, Jin Teong

“…Results show that although three of these models have relatively good prediction capability for the tropical region, they could be improved. Therefore, in this paper, a slant path rain attenuation model suitable for the tropical region is proposed. …”
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Video data mining using configurations of viewpoint invariant regions by Sivic, J, Zisserman, A

Learning to detect cells using non-overlapping extremal regions by Arteta, C, Lempitsky, V, Noble, JA, Zisserman, A

“…The method consists of three steps: first, a set of candidate cell-like regions is identified. Then, each candidate region is evaluated using a statistical model of the cell appearance. …”

Conference report: authoritative speech in the Himalayan region by Mazard, Mireille

“…The conference included papers on both the Nepalese and Tibeto-Burman oral traditions of the Himalayan region, including Nepal itself, Tibet, Northern India, and Southwest China.…”
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Region of interest in images using tagged information by Meena C.

“…Besides that, different regions of an image can be indicated with different tags and this idea is being employed in the methodology covered in our project. …”
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Is regional shopping in Singapore a viable concept? by Chick, Yuet Fun, Lal, Christina, Lim, Bee Leng

“…The emergence of regional/sub-regional shopping centres in the suburban parts of Singapore marks a milestone in the retail industry. …”
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Cloud detection and attenuation modelling in tropical region by Yuan, Feng

“…The improved model incorporates precipitable water vapor (PWV) value to estimate integrated liquid water content (ILWC), and then determine the cloud attenuation for the tropical region. From the analysis of 2 year radiosonde data from 8 cites in the tropical region, the results show that the ILWC along the path can be approximated by a power function relationship with the PWV. …”
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Regional planning situation report on Sri Lanka by Morapaya, R. B.

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Role of MNCs' regional headquarters (RHQs) in Singapore. by Chan, Carmen., Soh, Chia Yang., Tham, Ai Lien.

“…A study into the role of regional headquarters (RHQs) in Singapore, based on three case analyses.…”
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Missing Iridium : Enhancing Regional Nuclear Security by Caballero-Anthony, Mely, Trajano, Julius Cesar Imperial

Subjects: “…Country and Region Studies…”
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Regional headquarters of MNCs in the service industry in Singapore by Ramani Prabhu R Kalamohan, Lim, Wei Fong, Ng, Shah Ai

“…The purpose of this study is to perform an in-depth case analysis on Multi-National Corporations (MNCs) from the service sector which have set up Regional Headquarters (RHQs) in Singapore.…”
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Road capacity, domestic trade and regional outcomes by Coşar, AK, Demir, B, Ghose, D, Young, N

“…What is the impact on intra-national trade and regional economic outcomes when the quality and lane-capacity of an existing paved road network is expanded significantly? …”

Modeling seasonal meteorological droughts in a data scarce arid region under climate change scenarios by Ahmed Kamal

Subjects: “…Arid regions climate—Research…”
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A study on Stevedoring companies and their operations in Singapore : break bulk shipping segment by Ng, Donovan Chun Hong

“…The Port of Singapore is positioned as a premium global hub port in the Southeast Asia region. Besides its core involvement in container transhipment, Singapore also has a leading multipurpose port, handling break bulk and project cargos that were and will continue to be essential for the ever growing and changing industry in the nation. …”
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Fast and accurate detection of Identical-By-Descent segment sharing in large genomic datasets by Saada, J

“…<p>Identical-By-Descent (IBD) segments are a fundamental measure of ge- netic relatedness and IBD detection is of great interest in many applica- tions, including demographic inference and haplotype-based association. …”

OpenOFM: an open-source implementation of the multi-segment Oxford Foot Model by Dixon, P, Drew, E, McBride, S, Harrington, M, Stebbins, J, Zavatsky, A

“…Evaluation was conducted using the normalised root mean square error (NRMSE) between the inter-segment angles and arch heights of both implementations. …”