Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing

no code implementations • 15 Nov 2022 • Sotiris Karavarsamis, Alexandros Doumanoglou, Konstantinos Konstantoudakis, Dimitrios Zarpalas

The proposed model makes use of cross-stitch units that enable multi-task learning across two separate DRN models, each tasked for single image deraining and desnowing, respectively.

Image Restoration Multi-Task Learning +1

MC-hands-1M: A glove-wearing hand dataset for pose estimation

no code implementations • 19 Oct 2022 • Prodromos Boutis, Zisis Batzos, Konstantinos Konstantoudakis, Anastasios Dimou, Petros Daras

Nowadays, the need for large amounts of carefully and complexly annotated data for the training of computer vision modules continues to grow.

3D Pose Estimation

Serverless Streaming for Emerging Media: Towards 5G Network-Driven Cost Optimization

no code implementations • 9 Feb 2021 • Konstantinos Konstantoudakis, David Breitgand, Alexandros Doumanoglou, Nikolaos Zioulis, Avi Weit, Kyriaki Christaki, Petros Drakoulis, Emmanouil Christakis, Dimitrios Zarpalas, Petros Daras

Immersive 3D media is an emerging type of media that captures, encodes and reconstructs the 3D appearance of people and objects, with applications in tele-presence, teleconference, entertainment, gaming and other fields.

Networking and Internet Architecture Multimedia