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This paper proposes an algorithm that turns a regular video capturing urban scenes into a high-quality endless animation, known as a Cinemagraph. The creation of a Cinemagraph usually requires a static camera in a carefully configured…

计算机视觉与模式识别 · 计算机科学 2016-12-06 Hang Yan , Yebin Liu , Yasutaka Furukawa

Cinemagraphs, which combine static photographs with selective, looping motion, offer unique artistic appeal. Generating them from a single photograph in a controllable manner is particularly challenging. Existing image-animation techniques…

计算机视觉与模式识别 · 计算机科学 2026-01-07 Aniruddha Mahapatra , Long Mai , Cusuh Ham , Feng Liu

Cinemagraphs are short looping videos created by adding subtle motions to a static image. This kind of media is popular and engaging. However, automatic generation of cinemagraphs is an underexplored area and current solutions require…

计算机视觉与模式识别 · 计算机科学 2023-03-16 Hugo Bertiche , Niloy J. Mitra , Kuldeep Kulkarni , Chun-Hao Paul Huang , Tuanfeng Y. Wang , Meysam Madadi , Sergio Escalera , Duygu Ceylan

Cinemagraphs are a compelling way to convey dynamic aspects of a scene. In these media, dynamic and still elements are juxtaposed to create an artistic and narrative experience. Creating a high-quality, aesthetically pleasing cinemagraph…

计算机视觉与模式识别 · 计算机科学 2017-08-11 Tae-Hyun Oh , Kyungdon Joo , Neel Joshi , Baoyuan Wang , In So Kweon , Sing Bing Kang

In this paper, we demonstrate a fully automatic method for converting a still image into a realistic animated looping video. We target scenes with continuous fluid motion, such as flowing water and billowing smoke. Our method relies on the…

计算机视觉与模式识别 · 计算机科学 2020-12-01 Aleksander Holynski , Brian Curless , Steven M. Seitz , Richard Szeliski

Given a still photograph, one can imagine how dynamic objects might move against a static background. This idea has been actualized in the form of cinemagraphs, where the motion of particular objects within a still image is repeated, giving…

计算机视觉与模式识别 · 计算机科学 2018-01-30 Yipin Zhou , Yale Song , Tamara L. Berg

We present a method to generate a video sequence given a single image. Because items in an image can be animated in arbitrarily many different ways, we introduce as control signal a sequence of motion strokes. Such control signal can be…

图像与视频处理 · 电气工程与系统科学 2020-08-17 Qiyang Hu , Adrian Wälchli , Tiziano Portenier , Matthias Zwicker , Paolo Favaro

This project implements the paper "Video Textures" by Szeliski. The aim is to create a "Moving Picture" or as we popularly call it, a GIF; which is "somewhere between a photograph and a video". The idea is to input a video which has some…

计算机视觉与模式识别 · 计算机科学 2020-11-06 Kunjal Panchal

We propose a method to interactively control the animation of fluid elements in still images to generate cinemagraphs. Specifically, we focus on the animation of fluid elements like water, smoke, fire, which have the properties of repeating…

计算机视觉与模式识别 · 计算机科学 2023-09-26 Aniruddha Mahapatra , Kuldeep Kulkarni

Automatic generation of a high-quality video from a single image remains a challenging task despite the recent advances in deep generative models. This paper proposes a method that can create a high-resolution, long-term animation using…

图形学 · 计算机科学 2019-10-17 Yuki Endo , Yoshihiro Kanamori , Shigeru Kuriyama

If the video has long been mentioned as a widespread visualization form, the animation sequence in the video is mentioned as storytelling for people. Producing an animation requires intensive human labor from skilled professional artists to…

计算机视觉与模式识别 · 计算机科学 2023-11-14 Thi-Ngoc-Hanh Le , Sheng-Yi Yao , Chun-Te Wu , Tong-Yee Lee

What can we learn about a scene by watching it for months or years? A video recorded over a long timespan will depict interesting phenomena at multiple timescales, but identifying and viewing them presents a challenge. The video is too long…

计算机视觉与模式识别 · 计算机科学 2023-05-02 Melissa E. Swift , Wyatt Ayers , Sophie Pallanck , Scott Wehrwein

A panoramic image mosaic is an attractive visualization for viewing many overlapping photos, but its images must be both captured and processed correctly to produce an acceptable composite. We propose Swipe Mosaics, an interactive…

计算机视觉与模式识别 · 计算机科学 2016-09-27 Malcolm Reynolds , Tom S. F. Haines , Gabriel J. Brostow

Generating smooth animations from a limited number of sequential observations has a number of applications in vision. For example, it can be used to increase number of frames per second, or generating a new trajectory only based on first…

计算机视觉与模式识别 · 计算机科学 2022-05-11 Jurijs Nazarovs , Zhichun Huang

Objects in videos are typically characterized by continuous smooth motion. We exploit continuous smooth motion in three ways. 1) Improved accuracy by using object motion as an additional source of supervision, which we obtain by…

计算机视觉与模式识别 · 计算机科学 2023-08-10 Xin Liu , Fatemeh Karimi Nejadasl , Jan C. van Gemert , Olaf Booij , Silvia L. Pintea

We introduce Text2Cinemagraph, a fully automated method for creating cinemagraphs from text descriptions - an especially challenging task when prompts feature imaginary elements and artistic styles, given the complexity of interpreting the…

计算机视觉与模式识别 · 计算机科学 2023-09-27 Aniruddha Mahapatra , Aliaksandr Siarohin , Hsin-Ying Lee , Sergey Tulyakov , Jun-Yan Zhu

This paper provides a novel approach to stitching surface images of rotationally symmetric parts. It presents a process pipeline that uses a feature-based stitching approach to create a distortion-free and true-to-life image from a video…

计算机视觉与模式识别 · 计算机科学 2021-06-22 Tobias Schlagenhauf , Tim Brander , Juergen Fleischer

We propose a novel deep learning framework for animation video resequencing. Our system produces new video sequences by minimizing a perceptual distance of images from an existing animation video clip. To measure perceptual distance, we…

图形学 · 计算机科学 2021-11-03 Charles C. Morace , Thi-Ngoc-Hanh Le , Sheng-Yi Yao , Shang-Wei Zhang , Tong-Yee Lee

There is a general expectation that robots should operate in environments that consist of static and dynamic entities including people, furniture and automobiles. These dynamic environments pose challenges to visual simultaneous…

机器人学 · 计算机科学 2020-03-26 Pushyami Kaveti , Sammie Katt , Hanumant Singh

We present Mobius, a novel method to generate seamlessly looping videos from text descriptions directly without any user annotations, thereby creating new visual materials for the multi-media presentation. Our method repurposes the…

计算机视觉与模式识别 · 计算机科学 2025-02-28 Xiuli Bi , Jianfei Yuan , Bo Liu , Yong Zhang , Xiaodong Cun , Chi-Man Pun , Bin Xiao
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