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Interactive applications demand believable characters that respond naturally to dynamic environments. Traditional character animation techniques often struggle to handle arbitrary situations, leading to a growing trend of dynamically…

图形学 · 计算机科学 2025-10-28 Jose Luis Ponton , Sheldon Andrews , Carlos Andujar , Nuria Pelechano

We propose EverAnimate, an efficient post-training method for long-horizon animated video generation that preserves visual quality and character identity. Long-form animation remains challenging because highly dynamic human motion must be…

计算机视觉与模式识别 · 计算机科学 2026-05-15 Wuyang Li , Yang Gao , Mariam Hassan , Lan Feng , Wentao Pan , Po-Chien Luan , Alexandre Alahi

Animating virtual characters has always been a fundamental research problem in virtual reality (VR). Facial animations play a crucial role as they effectively convey emotions and attitudes of virtual humans. However, creating such facial…

人机交互 · 计算机科学 2024-02-22 Zechen Bai , Peng Chen , Xiaolan Peng , Lu Liu , Hui Chen , Mike Zheng Shou , Feng Tian

Character image animation aims to synthesize high-fidelity videos by transferring motion from a driving sequence to a static reference image. Despite recent advancements, existing methods suffer from two fundamental challenges: (1)…

计算机视觉与模式识别 · 计算机科学 2026-01-30 Mingshuang Luo , Shuang Liang , Zhengkun Rong , Yuxuan Luo , Tianshu Hu , Ruibing Hou , Hong Chang , Yong Li , Yuan Zhang , Mingyuan Gao

We present LAM, an innovative Large Avatar Model for animatable Gaussian head reconstruction from a single image. Unlike previous methods that require extensive training on captured video sequences or rely on auxiliary neural networks for…

计算机视觉与模式识别 · 计算机科学 2025-04-07 Yisheng He , Xiaodong Gu , Xiaodan Ye , Chao Xu , Zhengyi Zhao , Yuan Dong , Weihao Yuan , Zilong Dong , Liefeng Bo

With captivating visual effects, stylized 3D character animation has gained widespread use in cinematic production, advertising, social media, and the potential development of virtual reality (VR) non-player characters (NPCs). However,…

人机交互 · 计算机科学 2025-08-05 Xinwu Ye , Jun-Hsiang Yao , Jielin Feng , Shuhong Mei , Xingyu Lan , Siming Chen

We propose RANA, a relightable and articulated neural avatar for the photorealistic synthesis of humans under arbitrary viewpoints, body poses, and lighting. We only require a short video clip of the person to create the avatar and assume…

计算机视觉与模式识别 · 计算机科学 2022-12-07 Umar Iqbal , Akin Caliskan , Koki Nagano , Sameh Khamis , Pavlo Molchanov , Jan Kautz

A longstanding goal in character animation is to combine data-driven specification of behavior with a system that can execute a similar behavior in a physical simulation, thus enabling realistic responses to perturbations and environmental…

图形学 · 计算机科学 2018-08-07 Xue Bin Peng , Pieter Abbeel , Sergey Levine , Michiel van de Panne

Pose-guided human image animation aims to synthesize realistic videos of a reference character driven by a sequence of poses. While diffusion-based methods have achieved remarkable success, most existing approaches are limited to…

计算机视觉与模式识别 · 计算机科学 2026-05-12 Yingcheng Hu , Haowen Gong , Chuanguang Yang , Zhulin An , Yongjun Xu , Songhua Liu

We present a novel framework for generating high-quality, animatable 4D avatar from a single image. While recent advances have shown promising results in 4D avatar creation, existing methods either require extensive multiview data or…

计算机视觉与模式识别 · 计算机科学 2025-04-22 Fei Yin , Mallikarjun B R , Chun-Han Yao , Rafał Mantiuk , Varun Jampani

We propose X-WAM, a Unified 4D World Model that unifies real-time robotic action execution and high-fidelity 4D world synthesis (video + 3D reconstruction) in a single framework, addressing the critical limitations of prior unified world…

机器人学 · 计算机科学 2026-05-08 Jun Guo , Qiwei Li , Peiyan Li , Zilong Chen , Nan Sun , Yifei Su , Heyun Wang , Yuan Zhang , Xinghang Li , Huaping Liu

Real-time character animation in dynamic environments requires the generation of plausible upper-body movements regardless of the nature of the environment, including non-rigid obstacles such as vegetation. We propose a flexible model for…

图形学 · 计算机科学 2022-09-22 Eduardo Alvarado , Damien Rohmer , Marie-Paule Cani

Recent years have witnessed significant progress in audio-driven human animation. However, critical challenges remain in (i) generating highly dynamic videos while preserving character consistency, (ii) achieving precise emotion alignment…

计算机视觉与模式识别 · 计算机科学 2025-06-04 Yi Chen , Sen Liang , Zixiang Zhou , Ziyao Huang , Yifeng Ma , Junshu Tang , Qin Lin , Yuan Zhou , Qinglin Lu

We present SCANimate, an end-to-end trainable framework that takes raw 3D scans of a clothed human and turns them into an animatable avatar. These avatars are driven by pose parameters and have realistic clothing that moves and deforms…

计算机视觉与模式识别 · 计算机科学 2021-04-09 Shunsuke Saito , Jinlong Yang , Qianli Ma , Michael J. Black

The face reenactment is a popular facial animation method where the person's identity is taken from the source image and the facial motion from the driving image. Recent works have demonstrated high quality results by combining the facial…

计算机视觉与模式识别 · 计算机科学 2020-11-10 Soumya Tripathy , Juho Kannala , Esa Rahtu

Animating a static face image with target facial expressions and movements is important in the area of image editing and movie production. This face reenactment process is challenging due to the complex geometry and movement of human faces.…

计算机视觉与模式识别 · 计算机科学 2020-05-14 Hanxiang Hao , Sriram Baireddy , Amy R. Reibman , Edward J. Delp

Creating realistic characters that can react to the users' or another character's movement can benefit computer graphics, games and virtual reality hugely. However, synthesizing such reactive motions in human-human interactions is a…

图形学 · 计算机科学 2021-10-04 Qianhui Men , Hubert P. H. Shum , Edmond S. L. Ho , Howard Leung

This report presents Wan, a comprehensive and open suite of video foundation models designed to push the boundaries of video generation. Built upon the mainstream diffusion transformer paradigm, Wan achieves significant advancements in…

This paper studies the human image animation task, which aims to generate a video of a certain reference identity following a particular motion sequence. Existing animation works typically employ the frame-warping technique to animate the…

计算机视觉与模式识别 · 计算机科学 2023-11-29 Zhongcong Xu , Jianfeng Zhang , Jun Hao Liew , Hanshu Yan , Jia-Wei Liu , Chenxu Zhang , Jiashi Feng , Mike Zheng Shou

Recent advances in video diffusion models have significantly improved character animation techniques. However, current approaches rely on basic structural conditions such as DWPose or SMPL-X to animate character images, limiting their…

计算机视觉与模式识别 · 计算机科学 2025-07-08 Muyao Niu , Mingdeng Cao , Yifan Zhan , Qingtian Zhu , Mingze Ma , Jiancheng Zhao , Yanhong Zeng , Zhihang Zhong , Xiao Sun , Yinqiang Zheng