IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
TU4.R13: Hyperspectral Image Detection
Tuesday, 11 August, 16:15 - 17:30
Location: Georgetown West
Session Type: Oral
Session Co-Chairs: Emmett J. Ientilucci, Rochester Institute of Technology and Alper Koz, Middle East Technical University
Track: Theory and Techniques
Tue, 11 Aug, 16:15 - 16:30

TU4.R13.1: Temporal-Spatial-Spectral Deep Background Reconstruction Model for Anomaly Detection in Hyperspectral Image Sequences
Qiang Ling, National University of Defense Technology, China; Xu He, Information Support Force Engineering University, China; Kun Li, Guizhou University, China; Yihang Luo, National University of Defense Technology, China
Tue, 11 Aug, 16:30 - 16:45

TU4.R13.2: A Tail-Energy Perturbed Black-Box Adversarial Attack for Anti-Detection of Hyperspectral Anomaly
Si-Sheng Young, Chia-Hsiang Lin, Shih-Min Hsu, National Cheng Kung University, Taiwan
Tue, 11 Aug, 16:45 - 17:00

TU4.R13.3: BENCHMARKING DEEP LEARNING AND STATISTICAL TARGET DETECTION METHODS FOR PFM-1 LANDMINE DETECTION IN UAV HYPERSPECTRAL IMAGERY
Sagar Lekhak, Prasanna Reddy Pulakurthi, Ramesh Bhatta, Emmett J. Ientilucci, Rochester Institute of Technology, United States
Tue, 11 Aug, 17:00 - 17:15

TU4.R13.4: AN ALGORITHM FOR SUBPIXEL TARGET DETECTION USING A DEEP NEURAL NETWORK WITH ENCODER
Edisanter Lo, Susquehanna University, United States; ,
Tue, 11 Aug, 17:15 - 17:30

TU4.R13.5: ON THE IMPACT OF LOGARITHMIC PROCESSING AND NORMALIZATION ON AUTOENCODER-BASED ANOMALY DETECTION IN HYPERSPECTRAL SATELLITE RADIANCE DATA
Alper Koz, Middle East Technical University, Türkiye