most citedEarly Detection of Bark Beetle Attack Using Remote Sensing and Machine Learning: A Review

8 citations · 14 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2022

Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images

Seyed Mojtaba Marvasti-Zadeh, Devin Goodsman, Nilanjan Ray +1

Visual explanation of ``black-box'' models allows researchers in explainable artificial intelligence (XAI) to interpret the model's decisions in a human-understandable manner. In t…

cs.LG2022★ 8 cited

Early Detection of Bark Beetle Attack Using Remote Sensing and Machine Learning: A Review

Seyed Mojtaba Marvasti-Zadeh, Devin Goodsman, Nilanjan Ray +1

This paper provides a comprehensive review of past and current advances in the early detection of bark beetle-induced tree mortality from three primary perspectives: bark beetle &…

cs.CV2022★ 6 cited

Classification of Bark Beetle-Induced Forest Tree Mortality using Deep Learning

Rudraksh Kapil, Seyed Mojtaba Marvasti-Zadeh, Devin Goodsman +2

Bark beetle outbreaks can dramatically impact forest ecosystems and services around the world. For the development of effective forest policies and management plans, the early dete…

cs.CV2022

Learning-based Monocular 3D Reconstruction of Birds: A Contemporary Survey

Seyed Mojtaba Marvasti-Zadeh, Mohammad N. S. Jahromi, Javad Khaghani +3

In nature, the collective behavior of animals, such as flying birds is dominated by the interactions between individuals of the same species. However, the study of such behavior am…

q-bio.QM2022

Quantifying Population Movement Using a Novel Implementation of Digital Image Correlation in the ICvectorfields package

Devin W. Goodsman

Movements in imagery captivate the human eye and imagination. They are also of interest in variety of scientific disciplines that study spatiotemporal dynamics. Popular methods for…