LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection

1 code implementation • 24 Jan 2024 • Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

Second, an Enhanced Feature Pyramid Network (E-FPN) is proposed as a simple and effective mechanism for spreading discriminative low-level features into the final feature output, with the advantage of limiting redundancy.

DeepFake Detection Face Swapping +1

Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN)

no code implementations • ICIP 2022 • Inder Pal Singh, Enjie Ghorbel, Oyebade Oyedotun, Djamila Aouada

In this paper, a novel graph-based approach for multi-label image classification called Multi-Label Adaptive Graph Convolutional Network (ML-AGCN) is introduced.

Multi-Label Classification Multi-Label Image Classification

Lessons from a Space Lab -- An Image Acquisition Perspective

no code implementations • 18 Aug 2022 • Leo Pauly, Michele Lynn Jamrozik, Miguel Ortiz del Castillo, Olivia Borgue, Inder Pal Singh, Mohatashem Reyaz Makhdoomi, Olga-Orsalia Christidi-Loumpasefski, Vincent Gaudilliere, Carol Martinez, Arunkumar Rathinam, Andreas Hein, Miguel Olivares-Mendez, Djamila Aouada

From the lessons learned during the lab development, this article presents a systematic approach combining market survey and experimental analyses for equipment selection.