Search Results for author: Tom Kelly

Found 11 papers, 5 papers with code

FacadeNet: Conditional Facade Synthesis via Selective Editing

no code implementations2 Nov 2023 Yiangos Georgiou, Marios Loizou, Tom Kelly, Melinos Averkiou

We introduce FacadeNet, a deep learning approach for synthesizing building facade images from diverse viewpoints.

WinSyn: A High Resolution Testbed for Synthetic Data

1 code implementation9 Oct 2023 Tom Kelly, John Femiani, Peter Wonka

We evaluate a procedural model by training semantic segmentation networks on both synthetic and real images and then comparing their performances on a shared test set of real images.

Semantic Segmentation Synthetic Data Generation

Large-Scale Auto-Regressive Modeling Of Street Networks

1 code implementation1 Sep 2022 Michael Birsak, Tom Kelly, Wamiq Para, Peter Wonka

We present a novel generative method for the creation of city-scale road layouts.

Projective Urban Texturing

no code implementations25 Jan 2022 Yiangos Georgiou, Melinos Averkiou, Tom Kelly, Evangelos Kalogerakis

Re-targeting such 2D datasets to 3D geometry is challenging because the underlying shape, size, and layout of the urban structures in the photos do not correspond to the ones in the target meshes.

Texture Synthesis

Seamless Satellite-image Synthesis

1 code implementation5 Nov 2021 Jialin Zhu, Tom Kelly

We introduce Seamless Satellite-image Synthesis (SSS), a novel neural architecture to create scale-and-space continuous satellite textures from cartographic data.

Image Manipulation Image-to-Image Translation +1

How Computer Science Can Aid Forest Restoration

no code implementations12 Aug 2021 Gemma Gordon, Amelia Holcomb, Tom Kelly, Srinivasan Keshav, Jon Ludlum, Anil Madhavapeddy

The world faces two interlinked crises: climate change and loss of biodiversity.

Retrofitting Parallelism onto OCaml

no code implementations24 Apr 2020 KC Sivaramakrishnan, Stephen Dolan, Leo White, Sadiq Jaffer, Tom Kelly, Anmol Sahoo, Sudha Parimala, Atul Dhiman, Anil Madhavapeddy

OCaml is an industrial-strength, multi-paradigm programming language, widely used in industry and academia.

Programming Languages D.3.4

FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs

2 code implementations19 Jun 2018 Tom Kelly, Paul Guerrero, Anthony Steed, Peter Wonka, Niloy J. Mitra

The various GANs are synchronized to produce consistent style distributions over buildings and neighborhoods.

Graphics

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