DiffusionVID: Denoising Object Boxes With Spatio–Temporal Conditioning for Video Object Detection

Several existing still image object detectors suffer from image deterioration in videos, such as motion blur, camera defocus, and partial occlusion. We present DiffusionVID, a diffusion model-based video object detector that exploits spatio-temporal conditioning. Inspired by the diffusion model, Dif...

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Bibliographic Details
Main Authors: Si-Dong Roh, Ki-Seok Chung
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10299639/