activity
20132026
most citedDeep learning in remote sensing: a review

3.2k citations · 11.3k across the 87 of their papers we have counts for

collaborators

92 papers

cs.CV2026

CoralscapesV2: Panoptic and Fine-Grained Visual Scene Understanding in Coral Reefs

Jonathan Sauder, Thomas Ruckli, Gabrielė Strodomskytė +17

In order to design conservation and restoration strategies to counter the global decline of coral reefs, ecological monitoring of reefs needs to be scaled up dramatically. Computer…

cs.CV2026

NEST3D: A High-Resolution Multimodal Dataset of Sociable Weaver Tree Nests

Constanza A. Molina Catricheo, Simon Boeder, Ting-Jia Guo +6

Sociable weaver nests function as complex ecological structures offering thermoregulatory microhabitats and sustaining diverse species; however, datasets used in prior studies lack…

cs.RO2026

FAIR^2 Drones: An AI-Ready Standard for Cross-Domain Wildlife Drone Datasets

Jenna Kline, Kilian Meier, Vandita Shukla +14

Animal ecology data collection using drones represents a substantial investment of time, expertise, and financial resources. Yet most existing datasets serve only a single research…

cs.CV2026

Knowledge-aware Visual Question Generation for Remote Sensing Images

Siran Li, Li Mi, Javiera Castillo-Navarro +1

With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing image retriev…

cs.CV2026

Questions beyond Pixels: Integrating Commonsense Knowledge in Visual Question Generation for Remote Sensing

Siran Li, Li Mi, Javiera Castillo-Navarro +1

With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing semantic imag…

cs.CV2025

An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain

João Daniel Silva, Joao Magalhaes, Devis Tuia +1

The remote sensing community has recently seen the emergence of methods based on Large Vision and Language Models (LVLMs) that can address multiple tasks at the intersection of com…