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Yinqiang Zheng*

4 accepted papers

2024

KFD-NeRF: Rethinking Dynamic NeRF with Kalman Filter

ECCV 2024poster

"We introduce KFD-NeRF, a novel dynamic neural radiance field integrated with an efficient and high-quality motion reconstruction framework based on Kalman filtering. Our key idea is to model the dynamic radiance field as a dynamic system whose temporally varying states are estimated based on two so…

2024

MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model

ECCV 2024poster

"We present MOFA-Video, an advanced controllable image animation method that generates video from the given image using various additional controllable signals (such as human landmarks reference, manual trajectories, and another even provided video) or their combinations. This is different from prev…

2024

RPBG: Towards Robust Neural Point-based Graphics in the Wild

ECCV 2024oral

"Point-based representations have recently gained popularity in novel view synthesis, for their unique advantages, , intuitive geometric representation, simple manipulation, and faster convergence. However, based on our observation, these point-based neural re-rendering methods are only expected to…

2024

RS-NeRF: Neural Radiance Fields from Rolling Shutter Images

ECCV 2024poster

"Neural Radiance Fields (NeRFs) have become increasingly popular because of their impressive ability for novel view synthesis. However, their effectiveness is hindered by the Rolling Shutter (RS) effects commonly found in most camera systems. To solve this, we present RS-NeRF, a method designed to s…