Matthew J. Hoffman

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 25

Top Topics

Active Learning

Vehicle Tracking

Dynamic Adaptation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Aneesh Rangnekar, Christopher Kanan, Matthew J. Hoffman
Semantic Segmentation with Active Semi-Supervised Learning. WACV (2023)
Christopher D. Marcotte, Matthew J. Hoffman, Flavio H. Fenton, Elizabeth M. Cherry
Reconstructing Cardiac Electrical Excitations from Optical Mapping Recordings. CoRR (2023)
Zachary Mulhollan, Marco Gamarra, Anthony Vodacek, Matthew J. Hoffman
Essential Properties of a Multimodal Hypersonic Object Detection and Tracking System. DDDAS (2022)
Aneesh Rangnekar, Christopher Kanan, Matthew J. Hoffman
Semantic Segmentation with Active Semi-Supervised Representation Learning. CoRR (2022)
Aneesh Rangnekar, Christopher Kanan, Matthew J. Hoffman
Semantic Segmentation with Active Semi-Supervised Representation Learning. BMVC (2022)
Aneesh Rangnekar, Emmett J. Ientilucci, Christopher Kanan, Matthew J. Hoffman
SpecAL: Towards Active Learning for Semantic Segmentation of Hyperspectral Imagery. DDDAS (2022)
Aneesh Rangnekar, Zachary Mulhollan, Anthony Vodacek, Matthew J. Hoffman, Angel Sappa, Erik Blasch, Jun Yu, Liwen Zhang, Shenshen Du, Hao Chang, Keda Lu, Zhong Zhang, Fang Gao, Ye Yu, Feng Shuang, Lei Wang, Qiang Ling, Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim
Semi-Supervised Hyperspectral Object Detection Challenge Results - PBVS 2022. CVPR Workshops (2022)
Aneesh Rangnekar, Christopher Kanan, Matthew J. Hoffman
Semantic Segmentation with Active Semi-Supervised Learning. CoRR (2022)
Aneesh Rangnekar, Emmett J. Ientilucci, Christopher Kanan, Matthew J. Hoffman
Uncertainty Estimation for Semantic Segmentation of Hyperspectral Imagery. DDDAS (2020)
Aneesh Rangnekar, Nilay Mokashi, Emmett J. Ientilucci, Christopher Kanan, Matthew J. Hoffman
AeroRIT: A New Scene for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Zachary Mulhollan, Aneesh Rangnekar, Anthony Vodacek, Matthew J. Hoffman
Occlusion Detection for Dynamic Adaptation. DDDAS (2020)
Aneesh Rangnekar, Yi Yao, Matthew J. Hoffman, Ajay Divakaran
Fine-Tuning for One-Look Regression Vehicle Counting in Low-Shot Aerial Datasets. ICPR Workshops (8) (2020)
Zachary Mulhollan, Aneesh Rangnekar, Timothy Bauch, Matthew J. Hoffman, Anthony Vodacek
Calibrated Vehicle Paint Signatures for Simulating Hyperspectral Imagery. CVPR Workshops (2020)
Aneesh Rangnekar, Nilay Mokashi, Emmett J. Ientilucci, Christopher Kanan, Matthew J. Hoffman
AeroRIT: A New Scene for Hyperspectral Image Analysis. CoRR (2019)
Charles M. Bachmann, Rehman S. Eon, Christopher S. Lapszynski, Gregory P. Badura, Anthony Vodacek, Matthew J. Hoffman, Donald McKeown, Robert L. Kremens, Michael Richardson, Timothy Bauch, Mark Foote
A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes. J. Imaging 5 (1) (2019)
Burak Uzkent, Aneesh Rangnekar, Matthew J. Hoffman
Tracking in Aerial Hyperspectral Videos Using Deep Kernelized Correlation Filters. IEEE Trans. Geosci. Remote. Sens. 57 (1) (2019)
Honglei Li, Lei Pan, Eung-Joo Lee, Zhu Li, Matthew J. Hoffman, Anthony Vodacek, Shuvra S. Bhattacharyya
Hyperspectral Video Processing on Resource-Constrained Platforms. WHISPERS (2019)
Burak Uzkent, Aneesh Rangnekar, Matthew J. Hoffman
Aerial Vehicle Tracking by Adaptive Fusion of Hyperspectral Likelihood Maps. CVPR Workshops (2017)
Burak Uzkent, Aneesh Rangnekar, Matthew J. Hoffman
Tracking in Aerial Hyperspectral Videos using Deep Kernelized Correlation Filters. CoRR (2017)
Aneesh Rangnekar, Nilay Mokashi, Emmett J. Ientilucci, Christopher Kanan, Matthew J. Hoffman
Aerial Spectral Super-Resolution using Conditional Adversarial Networks. CoRR (2017)
Burak Uzkent, Aneesh Rangnekar, Matthew J. Hoffman
Aerial Vehicle Tracking by Adaptive Fusion of Hyperspectral Likelihood Maps. CoRR (2017)
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek
Integrating Hyperspectral Likelihoods in a Multidimensional Assignment Algorithm for Aerial Vehicle Tracking. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek
Real-Time Vehicle Tracking in Aerial Video Using Hyperspectral Features. CVPR Workshops (2016)
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek
Spectral Validation of Measurements in a Vehicle Tracking DDDAS. ICCS (2015)
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek
Efficient integration of spectral features for vehicle tracking utilizing an adaptive sensor. Video Surveillance and Transportation Imaging Applications (2015)
Burak Uzkent, Matthew J. Hoffman, Anthony Vodacek, John P. Kerekes, Bin Chen
Feature Matching and Adaptive Prediction Models in an Object Tracking DDDAS. ICCS (2013)
Anthony Vodacek, John P. Kerekes, Matthew J. Hoffman
Adaptive Optical Sensing in an Object Tracking DDDAS. ICCS (2012)