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DuctTake is a system designed to enable practical compositing of multiple takes of a scene into a single video. Current industry solutions are based around object segmentation, a hard problem that requires extensive manual input and…

计算机视觉与模式识别 · 计算机科学 2021-01-14 Jan Rueegg , Oliver Wang , Aljoscha Smolic , Markus Gross

We present a method to edit a target portrait footage by taking a sequence of audio as input to synthesize a photo-realistic video. This method is unique because it is highly dynamic. It does not assume a person-specific rendering network…

计算机视觉与模式识别 · 计算机科学 2020-01-16 Linsen Song , Wayne Wu , Chen Qian , Ran He , Chen Change Loy

In this paper, we work to bring telepresence to every desktop. Unlike commercial systems, personal 3D video conferencing systems must render high-quality videos while remaining financially and computationally viable for the average…

计算机视觉与模式识别 · 计算机科学 2023-04-04 Shengze Wang , Ziheng Wang , Ryan Schmelzle , Liujie Zheng , YoungJoong Kwon , Soumyadip Sengupta , Henry Fuchs

Effective editing of personal content holds a pivotal role in enabling individuals to express their creativity, weaving captivating narratives within their visual stories, and elevate the overall quality and impact of their visual content.…

计算机视觉与模式识别 · 计算机科学 2024-10-04 Jing Gu , Nanxuan Zhao , Wei Xiong , Qing Liu , Zhifei Zhang , He Zhang , Jianming Zhang , HyunJoon Jung , Yilin Wang , Xin Eric Wang

Precise camera control for reshooting dynamic videos is bottlenecked by the severe scarcity of paired multi-view data for non-rigid scenes. We overcome this limitation with a highly scalable self-supervised framework capable of leveraging…

计算机视觉与模式识别 · 计算机科学 2026-04-27 Avinash Paliwal , Adithya Iyer , Shivin Yadav , Muhammad Ali Afridi , Midhun Harikumar

Large-scale endeavors like and widespread community efforts such as Open-X-Embodiment have contributed to growing the scale of robot demonstration data. However, there is still an opportunity to improve the quality, quantity, and diversity…

机器人学 · 计算机科学 2024-08-30 Jiafei Duan , Wentao Yuan , Wilbert Pumacay , Yi Ru Wang , Kiana Ehsani , Dieter Fox , Ranjay Krishna

The ability to provide fine-grained control for generating and editing visual imagery has profound implications for computer vision and its applications. Previous works have explored extending controllability in two directions: instruction…

计算机视觉与模式识别 · 计算机科学 2024-10-18 Shufan Li , Harkanwar Singh , Aditya Grover

We present a novel video generation framework that integrates 3-dimensional geometry and dynamic awareness. To achieve this, we augment 2D videos with 3D point trajectories and align them in pixel space. The resulting 3D-aware video…

计算机视觉与模式识别 · 计算机科学 2025-10-24 Yunuo Chen , Junli Cao , Vidit Goel , Sergei Korolev , Chenfanfu Jiang , Jian Ren , Sergey Tulyakov , Anil Kag

Learning to insert an object instance into an image in a semantically coherent manner is a challenging and interesting problem. Solving it requires (a) determining a location to place an object in the scene and (b) determining its…

计算机视觉与模式识别 · 计算机科学 2018-12-10 Donghoon Lee , Sifei Liu , Jinwei Gu , Ming-Yu Liu , Ming-Hsuan Yang , Jan Kautz

The scalability of embodied intelligence is fundamentally constrained by the scarcity of real-world interaction data. While simulation platforms provide a promising alternative, existing approaches often suffer from a substantial visual and…

Humans excel at forecasting the future dynamics of a scene given just a single image. Video generation models that can mimic this ability are an essential component for intelligent systems. Recent approaches have improved temporal coherence…

计算机视觉与模式识别 · 计算机科学 2026-05-18 Melonie de Almeida , Daniela Ivanova , Tong Shi , John H. Williamson , Paul Henderson

In the dynamic field of digital content creation using generative models, state-of-the-art video editing models still do not offer the level of quality and control that users desire. Previous works on video editing either extended from…

计算机视觉与模式识别 · 计算机科学 2024-11-05 Max Ku , Cong Wei , Weiming Ren , Harry Yang , Wenhu Chen

Style transfer aims to render the style of a given image for style reference to another given image for content reference, and has been widely adopted in artistic generation and image editing. Existing approaches either apply the holistic…

计算机视觉与模式识别 · 计算机科学 2023-04-21 Songhua Liu , Jingwen Ye , Xinchao Wang

We study the problem of inferring scene affordances by presenting a method for realistically inserting people into scenes. Given a scene image with a marked region and an image of a person, we insert the person into the scene while…

计算机视觉与模式识别 · 计算机科学 2023-04-28 Sumith Kulal , Tim Brooks , Alex Aiken , Jiajun Wu , Jimei Yang , Jingwan Lu , Alexei A. Efros , Krishna Kumar Singh

We introduce Follow-Your-Creation, a novel 4D video creation framework capable of both generating and editing 4D content from a single monocular video input. By leveraging a powerful video inpainting foundation model as a generative prior,…

计算机视觉与模式识别 · 计算机科学 2025-06-06 Yue Ma , Kunyu Feng , Xinhua Zhang , Hongyu Liu , David Junhao Zhang , Jinbo Xing , Yinhan Zhang , Ayden Yang , Zeyu Wang , Qifeng Chen

In this paper, we study video synthesis with emphasis on simplifying the generation conditions. Most existing video synthesis models or datasets are designed to address complex motions of a single object, lacking the ability of…

计算机视觉与模式识别 · 计算机科学 2023-05-24 Yang Wu , Zhibin Liu , Hefeng Wu , Liang Lin

We propose a method to realistically insert synthetic objects into existing photographs without requiring access to the scene or any additional scene measurements. With a single image and a small amount of annotation, our method creates a…

图形学 · 计算机科学 2019-12-30 Kevin Karsch , Varsha Hedau , David Forsyth , Derek Hoiem

We study object motion path editing in videos, where the goal is to alter a target object's trajectory while preserving the original scene content. Unlike prior video editing methods that primarily manipulate appearance or rely on…

计算机视觉与模式识别 · 计算机科学 2026-03-27 Quynh Phung , Long Mai , Cusuh Ham , Feng Liu , Jia-Bin Huang , Aniruddha Mahapatra

Recent advances in large pretrained text-to-image models have shown unprecedented capabilities for high-quality human-centric generation, however, customizing face identity is still an intractable problem. Existing methods cannot ensure…

计算机视觉与模式识别 · 计算机科学 2024-01-30 Qinghe Wang , Xu Jia , Xiaomin Li , Taiqing Li , Liqian Ma , Yunzhi Zhuge , Huchuan Lu

This paper introduces RealityEffects, a desktop authoring interface designed for editing and augmenting 3D volumetric videos with object-centric annotations and visual effects. RealityEffects enhances volumetric capture by introducing a…

人机交互 · 计算机科学 2024-05-29 Jian Liao , Kevin Van , Zhijie Xia , Ryo Suzuki