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 Workshops · LoViF Workshop
CVF Open Access
Geometry-Guided Camera Motion Understanding in VideoLLMs
H. Feng, S. H. Musunuri, G. M. Su
CVPR 2026 Workshops · PVUW Workshop
CVF Open Access
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

Patents

Video Deinterlacing via Wavelet-Based Conditional Video Diffusion Model
G. M. Su, S. H. Musunuri
World Intellectual Property Organization, Patent No. WO2025259596A1, 2025
View on Google Patents
Temporally Consistent Video Denoising
S. H. Musunuri, A. K. A. Choudhury, G. M. Su
World Intellectual Property Organization, Patent No. WO2025188672A1, 2025
View on Google Patents
Trim Pass Metadata Prediction in Video Sequences Using Neural Networks
S. H. Musunuri, S. S. Rotti, A. K. A. Choudhury
World Intellectual Property Organization, Patent No. WO2023224917A1, 2023
View on Google Patents