Vivien Rolland

According to our database, Vivien Rolland authored at least 17 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A review on vision-centric coarse to fine-grained animal action recognition.

Ali Zia, Renuka Sharma, Abdelwahed Khamis, Usman Ali, Xuesong Li, Muhammad Husnain, Numan Shafi, Saeed Anwar, Imran Raza, Muhammad Hasan Jamal, Sabine Schmoelzl, Eric A. Stone, Lars Petersson, Vivien Rolland

Artif. Intell. Rev., May, 2026

WS-Net: Weak-Signal Representation Learning and Gated Abundance Reconstruction for Hyperspectral Unmixing via State-Space and Weak Signal Attention Fusion.

Zekun Long, Ali Zia, Guanyiman Fu, Vivien Rolland, Jun Zhou

CoRR, March, 2026

2025

3D Gaussian Representations with Motion Trajectory Field for Dynamic Scene Reconstruction.

Xuesong Li, Lars Petersson, Vivien Rolland

CoRR, August, 2025

A Review on Coarse to Fine-Grained Animal Action Recognition.

Ali Zia, Renuka Sharma, Abdelwahed Khamis, Xuesong Li, Muhammad Husnain, Numan Shafi, Saeed Anwar, Sabine Schmoelzl, Eric A. Stone, Lars Petersson, Vivien Rolland

CoRR, June, 2025

BioNet and NeFF: Crop Biomass Prediction from Point Clouds to Drone Imagery.

Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

DGNS: Deformable Gaussian Splatting and Dynamic Neural Surface for Monocular Dynamic 3D Reconstruction.

Xuesong Li, Jinguang Tong, Jie Hong, Vivien Rolland, Lars Petersson

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

3D Gaussian Representations with Motion Trajectory Field for Monocular Dynamic Scene Reconstruction.

Xuesong Li, Lars Petersson, Vivien Rolland

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

NeFF-BioNet: Crop Biomass Prediction from Point Cloud to Drone Imagery.

Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland

CoRR, 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

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

A New Hyperspectral Unmixing Benchmark for Weak Signal Meat Contamination Detection.

Zekun Long, Ali Zia, Jordi Nelis, Vivien Rolland, Jun Zhou

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

MMCBE: Multi-Modality Dataset for Crop Biomass Estimation and Beyond.

Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

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

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

Spectral 3D Computer Vision - A Review.

Yajie Sun, Ali Zia, Vivien Rolland, Charissa Yu, Jun Zhou

CoRR, 2023

Topological Deep Learning: A Review of an Emerging Paradigm.

Ali Zia, Abdelwahed Khamis, James Nichols, Zeeshan Hayder, Vivien Rolland, Lars Petersson

CoRR, 2023

2022

Biomass Prediction with 3D Point Clouds from LiDAR.

Liyuan Pan, Liu Liu, Anthony G. Condon, Gonzalo M. Estavillo, Robert A. Coe, Geoff Bull, Eric A. Stone, Lars Petersson, Vivien Rolland

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022