Symposium Program

Tree Seedling Detection from Remotely Piloted Aircraft System Imagery using Convolutional Neural Networks in a Boreal Forest

N. Byford, Dr. I. Terentieva, Dr. G. McDermid, Dr. J. Linke

Estimating Fusarium Head Blight Severity in Winter Wheat using Deep Learning and a Spectral Index

R. McConachie, C. Belot, Dr. M. Serajazari, Dr. H. Booker, Dr. J. Sulik

Automated caribou Detection from aerial imagery: A Transfer Learning Approach

G. Serati, J. Théau, S. Foucher

Vertical Temperature Gradients in Polar Snow from Passive Microwave Satellite Measurements using Artificial Neural Networks

C. Henschel, D. Spearns, T. J Duck

Mapping vegetation height and identifying the northern forest limit across Canada using ICESat-2 and Landsat time series data

H. Z Travers-Smith, Dr. N. Coops, Dr. C. Mulverhill, Dr. M. Wulder, Dr. D. Ignace, Dr. T. Lantz

Enhancing Aerial Camera-LiDAR Registration through Synthetic Images and Graph Neural Networks

J. D. Leahy, Dr. S. Jabari

Multimodal Multitask Semantic Segmentation for 3D Wireframe Moleling of Buildings

F. Soleimani, Dr. S. Jabari

A Cost-Effective Method for Collecting Geometric Data on Flood-Relevant Building Attributes for Model Training.

A. Reid, Dr. S. Jabari, Dr. H. McGrath

Detecting urban agriculture changes using deep learning approaches, a case study in Huế City, Vietnam

T. D. Dinh, J. Théau, T. T. H. Pham, M. Varin, Dr. J. Marchal, M.-A. Genest

Comparing the Performance of Different Classifiers for Urban Change Detection: A Case Study in Kingston, Ontario

M. Babadi, D. Chen, D. Pouliot, T. S. Oluwadare

A Hybrid Approach for Automatic Missing Road Detection

Dr. M. Ahmed, Dr. A. Smith, Dr. S. Sattar, Dr. J. Salter, S. Long

A Deep Learning System for Automated Detection of Whales in Very High Resolution Satellite Imagery in North Atlantic Right Whale Habitats

A. Webster, Dr. K. T. Davies, H. Sharma, V. Babu, Dr. S. Brillant, C. G. Carlyle, R. Edgell, Dr. D. Johnston, G. L. Lonati, O. Tsui

Applications of Drone Technology for Heritage Property Monitoring and Conservation

H. Ge, K. De Mille

Photogrammetric Inspections of Underground Infrastructure with a Single Axis Robotic Head

R. Keizer, C. Bradley

ArboSense Fuels: an End-to-End Software Solution for Forest Fuel Mapping using Airborne Laser Scanning Data

C. Shang, L. Chasmer, C. Hopkinson, O. Tsui, A. Bakalarczyk, A. Dean

Hierarchical Classification of WAM-Predicted Streams for Forest Operations using Machine Learning and LiDAR Data

Dr. K. Y. van Ewijk, Dr. S. Jozdani, Dr. K. Lim, T. Lafreniere, N. Beaudry

Suivi des Coupes Progressives Irrégulières à l’Aide de l’Imagerie par Drones et l’Apprentissage Profond

R. Saadouni, Dr. Y. Duguay, J.-S. Bilodeau, J. Gagné

Satellite-Derived Morphological Change Detection of Rivers for Hydrotechnical Risk Assessment – the Case of the Skeena River, BC

Dr. J. Engelbrecht, E. Shih, S. Brazda, S. R. van Huyssteen

Identifying and Mapping Rice Crops in Flooding Area in the Vietnamese Mekong Delta based on Temporal Pattern using Sentinel-1 Time Series Data

Dr. W. Tang, Dr. A. Dean, T. P. Nguyen, J. Brunner

Enhancing Crop Cover Estimation and Mapping using Machine Learning Approaches in Google Earth Engine

M. Rahimzad, S. Homayouni

High-resolution Pan-Arctic Sea Ice Mapping from Sentinel-1 SAR Images using a Novel Deep Transformer Model

Dr. L. Xu, Dr. D. Clausi

Coastal Wetland Carbon Mapping: Integrating Multi-Sensor Observations with Machine Learning

M. Hemati, Dr. M. Mahdianpari, Dr. H. Shiri, Dr. F. Mohammadimanesh

Daily wildfire hotspot prediction using convolutional neural network and long short-term memory

M. Marjani, Dr. M. Mahdianpari, Dr. F. Mohammadimanesh

A Semi-Automatic Multitemporal Approach for Landslide Detection in Remote Regions of Quebec

H. Shahabi, S. Homayouni, B. Giroux, Dr. D. Perret

Vicarious Calibration and Validation of the WaterSat Imaging Spectrometer Experiment in Québec Coastal Waters

R. Mabit, G. Ifimov, R. Soffer, Y. Pan, S. Mukherjee, S. Bélanger

Using SAR Imagery to Detect Seasonal Variability of Kelp Forests in British Columbia

M. Konik, E. Loos, A. Mora-Soto, S. Schroeder, L. Gendall, L. Man, V. Caron, M. Henley, P. Rezania, M. Costa

Spectral Herring Spawning Index: a novel method for the detection of Pacific Herring spawning in British Columbia

L. T. Dallaire, M. Costa

Adjacency Effect Modelling and Correction for Optical Remote Sensing of Inland and Coastal Waters

Y. Wu, A. Knudby

Using Optical Remote Sensing to characterize the Spatio-Temporal Resilience of Floating Kelp Beds in the Broughton Archipelago, BC, Canada

L. Man, Dr. R. V. Barbosa, L. Gendall, L. Y. Reshytnik, A. Wachmann, A. Gray, Dr. C. Neufeld, N. Dedeluk, E. Wisden-Seaweed, U. Kim, A. Wadhams, J. Johnson, J. Alfred, J. Webber, D. Wadhams, T. Alfred, D. Johnson, Dr. M. Costa