FlowChroma -- A Deep Recurrent Neural Network for Video Colorization

no code implementations • 23 May 2023 • Thejan Wijesinghe, Chamath Abeysinghe, Chanuka Wijayakoon, Lahiru Jayathilake, Uthayasanker Thayasivam

We develop an automated video colorization framework that minimizes the flickering of colors across frames.

Colorization Image Colorization

Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking

no code implementations • 25 Jan 2023 • Chamath Abeysinghe, Chris Reid, Hamid Rezatofighi, Bernd Meyer

This approach is built upon a joint-detection-and-tracking framework that is extended by a set of domain discriminator modules integrating an adversarial training strategy in addition to the tracking loss.

Multi-Object Tracking Unsupervised Domain Adaptation