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Interactive digital photomontage

Authors:

Aseem Agarwala,

Mira Dontcheva,

Maneesh Agrawala,

Steven Drucker,

Michael CohenAuthors Info & Claims

ACM Transactions on Graphics (TOG), Volume 23, Issue 3

Pages 294 - 302

https://doi.org/10.1145/1015706.1015718

Published: 01 August 2004 Publication History

Abstract

We describe an interactive, computer-assisted framework for combining parts of a set of photographs into a single composite picture, a process we call "digital photomontage." Our framework makes use of two techniques primarily: graph-cut optimization, to choose good seams within the constituent images so that they can be combined as seamlessly as possible; and gradient-domain fusion, a process based on Poisson equations, to further reduce any remaining visible artifacts in the composite. Also central to the framework is a suite of interactive tools that allow the user to specify a variety of high-level image objectives, either globally across the image, or locally through a painting-style interface. Image objectives are applied independently at each pixel location and generally involve a function of the pixel values (such as "maximum contrast") drawn from that same location in the set of source images. Typically, a user applies a series of image objectives iteratively in order to create a finished composite. The power of this framework lies in its generality; we show how it can be used for a wide variety of applications, including "selective composites" (for instance, group photos in which everyone looks their best), relighting, extended depth of field, panoramic stitching, clean-plate production, stroboscopic visualization of movement, and time-lapse mosaics.

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Cited By

Chen LDing RZhang S(2024)Adaptive focus stacking for large depth-of-field microscopic structured-light 3D imagingApplied Optics10.1364/AO.51799763:12(3219)Online publication date: 16-Apr-2024
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Rajaram SNuman NKumaravel BMarquardt NWilson A(2024)BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AIProceedings of the 37th Annual ACM Symposium on User Interface Software and Technology10.1145/3654777.3676326(1-19)Online publication date: 13-Oct-2024
https://dl.acm.org/doi/10.1145/3654777.3676326
Teng MLou HYang YHuang TShi B(2024)Hybrid All-in-Focus Imaging From Neuromorphic Focal StackIEEE Transactions on Pattern Analysis and Machine Intelligence10.1109/TPAMI.2024.343360746:12(10124-10137)Online publication date: Dec-2024
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Index Terms

Interactive digital photomontage
1. Computing methodologies
  1. Artificial intelligence
    1. Computer vision
      1. Computer vision tasks
  2. Computer graphics
    1. Graphics systems and interfaces
2. Human-centered computing
  1. Human computer interaction (HCI)
    1. Interaction devices
      1. Graphics input devices

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Information & Contributors

Information

Published In

cover image ACM Transactions on Graphics

ACM Transactions on Graphics Volume 23, Issue 3

August 2004

684 pages

ISSN:0730-0301

EISSN:1557-7368

DOI:10.1145/1015706

Editor:
John C. Hart

Issue’s Table of Contents

Seminal Graphics Papers: Pushing the Boundaries, Volume 2
August 2023
893 pages
ISBN:9798400708978
DOI:10.1145/3596711
Editor:
Mary C. Whitton
Department of Computer Science, UNC Chapel Hill, USA

Copyright © 2004 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 August 2004

Published in TOG Volume 23, Issue 3

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Cited By

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Rajaram SNuman NKumaravel BMarquardt NWilson A(2024)BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AIProceedings of the 37th Annual ACM Symposium on User Interface Software and Technology10.1145/3654777.3676326(1-19)Online publication date: 13-Oct-2024
https://dl.acm.org/doi/10.1145/3654777.3676326
Teng MLou HYang YHuang TShi B(2024)Hybrid All-in-Focus Imaging From Neuromorphic Focal StackIEEE Transactions on Pattern Analysis and Machine Intelligence10.1109/TPAMI.2024.343360746:12(10124-10137)Online publication date: Dec-2024
https://doi.org/10.1109/TPAMI.2024.3433607
Guan HCai QLi XSun G(2024)Research on a Surface Roughness Measurement Under ResNet-Based Roughness Classification and Light-Section With Seam-Driven Image Stitching (RCLS)IEEE Open Journal of Instrumentation and Measurement10.1109/OJIM.2024.34775683(1-9)Online publication date: 2024
https://doi.org/10.1109/OJIM.2024.3477568
Hays JEfros A(2023)Scene Completion Using Millions of PhotographsSeminal Graphics Papers: Pushing the Boundaries, Volume 210.1145/3596711.3596783(679-685)Online publication date: 1-Aug-2023
https://dl.acm.org/doi/10.1145/3596711.3596783
Avidan SShamir A(2023)Seam Carving for Content-Aware Image ResizingSeminal Graphics Papers: Pushing the Boundaries, Volume 210.1145/3596711.3596776(609-617)Online publication date: 1-Aug-2023
https://dl.acm.org/doi/10.1145/3596711.3596776
Liu ZHe QWang LFang XTang B(2023)LFTransNet: Light Field Salient Object Detection via a Learnable Weight DescriptorIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2023.328146533:12(7764-7773)Online publication date: 1-Dec-2023
https://dl.acm.org/doi/10.1109/TCSVT.2023.3281465
Pereira DVieira MVillela S(2023)Graph Cuts and Deep Neural Networks for Fire Detection2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)10.1109/SIBGRAPI59091.2023.10347132(79-84)Online publication date: 6-Nov-2023
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Venjarski JTibenský ŠRozinaj G(2023)Analyzing Classical and LDI Depth-Aware Image Stitching for Enhanced Virtual View Representation2023 30th International Conference on Systems, Signals and Image Processing (IWSSIP)10.1109/IWSSIP58668.2023.10180238(1-5)Online publication date: 27-Jun-2023
https://doi.org/10.1109/IWSSIP58668.2023.10180238
Kim HLee GChoi YKim JZhu J(2023)3D-aware Blending with Generative NeRFs2023 IEEE/CVF International Conference on Computer Vision (ICCV)10.1109/ICCV51070.2023.02094(22849-22861)Online publication date: 1-Oct-2023
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