Biomass Prediction with 3D Point Clouds from LiDAR. - Liyuan Pan; Liu Liu 009; Anthony G. Condon; Gonzalo M. Estavillo; Robert A. Coe; Geoff Bull; Eric A. Stone; Lars Petersson; Vivien Rolland (WACV, 2022)

Topological Deep Learning: A Review of an Emerging Paradigm. - Ali Zia; Abdelwahed Khamis; James Nichols; Zeeshan Hayder; Vivien Rolland; Lars Petersson (CoRR, 2023)

Spectral 3D Computer Vision - A Review. - Yajie Sun; Ali Zia; Vivien Rolland; Charissa Yu; Jun Zhou 001 (CoRR, 2023)

Earth Movers in The Big Data Era: A Review of Optimal Transport in Machine Learning. - Abdelwahed Khamis; Russell Tsuchida; Mohamed Tarek; Vivien Rolland; Lars Petersson (CoRR, 2023)

CVB: A Video Dataset of Cattle Visual Behaviors. - Ali Zia; Renuka Sharma; Reza Arablouei; Greg Bishop-Hurley; Jody McNally; Neil Bagnall; Vivien Rolland; Brano Kusy; Lars Petersson; Aaron Ingham (CoRR, 2023)

MMCBE: Multi-Modality Dataset for Crop Biomass Estimation and Beyond. - Xuesong Li 001; Zeeshan Hayder; Ali Zia; Connor Cassidy; Shiming Liu; Warwick Stiller; Eric A. Stone; Warren Conaty; Lars Petersson; Vivien Rolland (DICTA, 2024)

A New Hyperspectral Unmixing Benchmark for Weak Signal Meat Contamination Detection. - Zekun Long; Ali Zia; Jordi Nelis; Vivien Rolland; Jun Zhou 001 (DICTA, 2024)

An In-Field Dynamic Vision-Based Analysis for Vineyard Yield Estimation. - David Ahmedt-Aristizabal; Daniel Smith; Muhammad Rizwan Khokher; Xun Li; Adam L. Smith; Lars Petersson; Vivien Rolland; Everard J. Edwards (IEEE Access, 2024)

Topological deep learning: a review of an emerging paradigm. - Ali Zia; Abdelwahed Khamis; James Nichols; Usman Bashir Tayab; Zeeshan Hayder; Vivien Rolland; Eric A. Stone; Lars Petersson (Artif. Intell. Rev., 2024)

NeFF-BioNet: Crop Biomass Prediction from Point Cloud to Drone Imagery. - Xuesong Li 001; Zeeshan Hayder; Ali Zia; Connor Cassidy; Shiming Liu; Warwick Stiller; Eric A. Stone; Warren Conaty; Lars Petersson; Vivien Rolland (CoRR, 2024)

DGNS: Deformable Gaussian Splatting and Dynamic Neural Surface for Monocular Dynamic 3D Reconstruction. - Xuesong Li 001; Jinguang Tong; Jie Hong; Vivien Rolland; Lars Petersson (CoRR, 2024)

BioNet and NeFF: Crop Biomass Prediction from Point Clouds to Drone Imagery. - Xuesong Li 001; Zeeshan Hayder; Ali Zia; Connor Cassidy; Shiming Liu; Warwick Stiller; Eric A. Stone; Warren Conaty; Lars Petersson; Vivien Rolland (WACV, 2025)

A Review on Coarse to Fine-Grained Animal Action Recognition. - Ali Zia; Renuka Sharma; Abdelwahed Khamis; Xuesong Li 001; Muhammad Husnain; Numan Shafi; Saeed Anwar; Sabine Schmoelzl; Eric A. Stone; Lars Petersson; Vivien Rolland (CoRR, 2025)

3D Gaussian Representations with Motion Trajectory Field for Dynamic Scene Reconstruction. - Xuesong Li 001; Lars Petersson; Vivien Rolland (CoRR, 2025)