24 citations · 24 across the 3 of their papers we have counts for
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cs.CV2025
Normalize Filters! Classical Wisdom for Deep Vision
Gustavo Perez, Stella X. Yu
Classical image filters, such as those for averaging or differencing, are carefully normalized to ensure consistency, interpretability, and to avoid artifacts like intensity shifts…
cs.CV2023
DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling
Gustavo Perez, Subhransu Maji, Daniel Sheldon
Many modern applications use computer vision to detect and count objects in massive image collections. However, when the detection task is very difficult or in the presence of doma…
cs.CV2021
Domain Adaptor Networks for Hyperspectral Image Recognition
Gustavo Perez, Subhransu Maji
We consider the problem of adapting a network trained on three-channel color images to a hyperspectral domain with a large number of channels. To this end, we propose domain adapto…