activity
20172026
most citedProbabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network

99 citations · 258 across the 17 of their papers we have counts for

collaborators
Showing 2021Show all

5 papers · 1 filter

cs.CV2021★ 35 cited

Automated Aerial Animal Detection When Spatial Resolution Conditions Are Varied

Jasper Brown, Yongliang Qiao, Cameron Clark +3

Knowing where livestock are located enables optimized management and mustering. However, Australian farms are large meaning that many of Australia's livestock are unmonitored which…

cs.RO2021

Active Information Acquisition under Arbitrary Unknown Disturbances

Jennifer Wakulicz, He Kong, Salah Sukkarieh

Trajectory optimization of sensing robots to actively gather information of targets has received much attention in the past. It is well-known that under the assumption of linear Ga…

cs.RO2021★ 6 cited

Experimental Evaluation of a Hierarchical Operating Framework for Ground Robots in Agriculture

Stuart Eiffert, Nathan D. Wallace, He Kong +2

For mobile robots to be effectively applied to real world unstructured environments -- such as large scale farming -- they require the ability to generate adaptive plans that accou…

cs.RO2021

Resource and Response Aware Path Planning for Long-term Autonomy of Ground Robots in Agriculture

Stuart Eiffert, Nathan D. Wallace, He Kong +2

Achieving long-term autonomy for mobile robots operating in real-world unstructured environments such as farms remains a significant challenge. This is made increasingly complex in…

cs.CV2021★ 4 cited

Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting

Jasper Brown, Salah Sukkarieh

Many automated operations in agriculture, such as weeding and plant counting, require robust and accurate object detectors. Robotic fruit harvesting is one of these, and is an impo…