Multiview Shape and Reflectance from Natural Illumination

no code implementations • CVPR 2014 • Geoffrey Oxholm, Ko Nishino

To this end, we derive a probabilistic geometry estimation method that fully exploits the rich signal embedded in complex appearance.

Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer

2 code implementations • CVPR 2017 • Xin Wang, Geoffrey Oxholm, Da Zhang, Yuan-Fang Wang

That is, our scheme can generate results that are visually pleasing and more similar to multiple desired artistic styles with color and texture cues at multiple scales.

Style Transfer

ARIA: Adversarially Robust Image Attribution for Content Provenance

no code implementations • 25 Feb 2022 • Maksym Andriushchenko, Xiaoyang Rebecca Li, Geoffrey Oxholm, Thomas Gittings, Tu Bui, Nicolas Flammarion, John Collomosse

Finally, we show how to train an adversarially robust image comparator model for detecting editorial changes in matched images.

Contrastive Learning Misinformation +1