3 citations · 3 across the 3 of their papers we have counts for
3 papers
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…
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…
Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise
Guru Swaroop Bennabhaktula, Enrique Alegre, Dimka Karastoyanova +1
One of the challenging problems in digital image forensics is the capability to identify images that are captured by the same camera device. This knowledge can help forensic expert…