most citedDevice-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise

3 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2024

PushPull-Net: Inhibition-driven ResNet robust to image corruptions

Guru Swaroop Bennabhaktula, Enrique Alegre, Nicola Strisciuglio +1

We introduce a novel computational unit, termed PushPull-Conv, in the first layer of a ResNet architecture, inspired by the anti-phase inhibition phenomenon observed in the primary…

cs.CV2020

Video Camera Identification from Sensor Pattern Noise with a Constrained ConvNet

Derrick Timmerman, Swaroop Bennabhaktula, Enrique Alegre +1

The identification of source cameras from videos, though it is a highly relevant forensic analysis topic, has been studied much less than its counterpart that uses images. In this…