Pixels & Motion

Work in restoration, generative video, and visual understanding

WDiff-VDI: Wavelet-Domain Video Diffusion for Temporally Consistent Deinterlacing
S. H. Musunuri, A. Choudhury, P. Madala, G. M. Su
CVPR 2026 · LoViF Workshop · paper coming soon
Geometry-Guided Camera Motion Understanding in VideoLLMs
H. Feng, S. H. Musunuri, G. M. Su
CVPR 2026 · PVUW Workshop · paper coming soon
Deep Restoration of Archival Videos: Developments, Challenges, and Opportunities
S. Gehlot, S. H. Musunuri, S. Bera, A. Kar, G. M. Su
International Conference on Computing, Networking and Communications (ICNC), 2026
IEEE Xplore
Spatio-Temporal Film Grain Removal in Video Using Attention-Guided Neural Networks
S. H. Musunuri, A. Choudhury, G. M. Su
IEEE 8th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2025
IEEE Xplore
Event-Based Video Frame Extrapolation with Recurrent Neural Networks
S. H. Musunuri, A. Choudhury, G. M. Su, S. Park
58th Asilomar Conference on Signals, Systems, and Computers, 2024
IEEE Xplore
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders
L. Han, S. H. Musunuri, M. R. Min, R. Gao, Y. Tian, D. Metaxas
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022
DOI: 10.1109/WACV51458.2022.00103