Search Results for author: Vivien Rolland

Found 5 papers, 2 papers with code

MMCBE: Multi-modality Dataset for Crop Biomass Estimation and Beyond

1 code implementation17 Apr 2024 Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric Stone, Warren Conaty, Lars Petersson, Vivien Rolland

Addressing this gap, we introduce a new dataset in this domain, i. e. Multi-modality dataset for crop biomass estimation (MMCBE).

CVB: A Video Dataset of Cattle Visual Behaviors

no code implementations26 May 2023 Ali Zia, Renuka Sharma, Reza Arablouei, Greg Bishop-hurley, Jody McNally, Neil Bagnall, Vivien Rolland, Brano Kusy, Lars Petersson, Aaron Ingham

Therefore, we introduce a new dataset, called Cattle Visual Behaviors (CVB), that consists of 502 video clips, each fifteen seconds long, captured in natural lighting conditions, and annotated with eleven visually perceptible behaviors of grazing cattle.

Action Recognition

Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey

1 code implementation8 May 2023 Abdelwahed Khamis, Russell Tsuchida, Mohamed Tarek, Vivien Rolland, Lars Petersson

This paper is about where and how optimal transport is used in machine learning with a focus on the question of scalable optimal transport.

Spectral 3D Computer Vision -- A Review

no code implementations16 Feb 2023 Yajie Sun, Ali Zia, Vivien Rolland, Charissa Yu, Jun Zhou

Spectral 3D computer vision examines both the geometric and spectral properties of objects.

Depth Estimation

Topological Deep Learning: A Review of an Emerging Paradigm

no code implementations8 Feb 2023 Ali Zia, Abdelwahed Khamis, James Nichols, Zeeshan Hayder, Vivien Rolland, Lars Petersson

The summaries obtained by these methods are principled global descriptions of multi-dimensional data whilst exhibiting stable properties such as robustness to deformation and noise.

Topological Data Analysis

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