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Zhan Peng

5 accepted papers

2026

MoCha: End-to-End Video Character Replacement without Structural Guidance

CVPR 2026

Controllable video character replacement with a user-provided identity remains a challenging problem due to the lack of paired video data. Prior works have predominantly relied on a reconstruction-based paradigm that requires per-frame segmentation masks and explicit structural guidance (e.g., skele

Cited by 0SourcecodeScholar
2026

Semi-Supervised High Dynamic Range Image Reconstructing via Bi-Level Uncertain Area Masking

AAAI 2026technical

Reconstructing high dynamic range (HDR) images from low dynamic range (LDR) bursts plays an essential role in the computational photography. Impressive progress has been achieved by learning-based algorithms which require LDR-HDR image pairs. However, these pairs are hard to obtain, which motivates

Cited by 0SourcePDFScholar
2025

Exploring Contextual Attribute Density in Referring Expression Counting

CVPR 2025poster

Referring expression counting (REC) algorithms are for more flexible and interactive counting ability across varied fine-grained text expressions. However, the requirement for fine-grained attribute understanding poses challenges for prior arts, as they struggle to accurately align attribute informa…

2024

3D Multi-frame Fusion for Video Stabilization

CVPR 2024poster

In this paper we present RStab a novel framework for video stabilization that integrates 3D multi-frame fusion through volume rendering. Departing from conventional methods we introduce a 3D multi-frame perspective to generate stabilized images addressing the challenge of full-frame generation while…

2023

Fast Full-frame Video Stabilization with Iterative Optimization

ICCV 2023poster

Video stabilization refers to the problem of transforming a shaky video into a visually pleasing one. The question of how to strike a good trade-off between visual quality and computational speed has remained one of the open challenges in video stabilization. Inspired by the analogy between wobbly f…

Cited by 12PDFcodeScholar