3 papers
cs.CV2024
Offline Writer Identification Using Convolutional Neural Network Activation Features
Vincent Christlein, David Bernecker, Andreas Maier +1
Convolutional neural networks (CNNs) have recently become the state-of-the-art tool for large-scale image classification. In this work we propose the use of activation features fro…
cs.CV2024
Deep Generalized Max Pooling
Vincent Christlein, Lukas Spranger, Mathias Seuret +3
Global pooling layers are an essential part of Convolutional Neural Networks (CNN). They are used to aggregate activations of spatial locations to produce a fixed-size vector in se…
cs.CV2024
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning
Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti +5
Human pose estimation (HPE) is a central part of understanding the visual narration and body movements of characters depicted in artwork collections, such as Greek vase paintings.…