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Head Reconstruction from Internet Photos [article]

Shu Liang, Linda G. Shapiro, Ira Kemelmacher-Shlizerman
2018 arXiv   pre-print
3D face reconstruction from Internet photos has recently produced exciting results.  ...  This paper proposes that head modeling from the Internet is a problem we can solve. We target reconstruction of the rough shape of the head.  ...  Reconstruction of people from Internet photos recently achieved good results; [14] showed that it is possible to reconstruct a face from a single Internet photo using a template model of a different  ... 
arXiv:1809.04763v1 fatcat:4zra4mtx7fg2fkkqujantu3kei

Accurate Georegistration of Point Clouds Using Geographic Data

Chun-Po Wang, Kyle Wilson, Noah Snavely
2013 2013 International Conference on 3D Vision  
This information is potentially useful for computer vision applications, such as scene understanding for outdoor Internet photos.  ...  photos and Google Earth 3D models.  ...  In contrast, our framework is built on SfM models created from collections of Internet photos and georegistered, enabling us to compute explicit camera pose for input photos matched to such models.  ... 
doi:10.1109/3dv.2013.13 dblp:conf/3dim/WangWS13 fatcat:quoeneh5jnahfjkrsgu7vl4lye

Development and Implementation of a Web-Enabled 3D Consultation Tool for Breast Augmentation Surgery Based on 3D-Image Reconstruction of 2D Pictures

Pablo de Heras Ciechomski, Mihai Constantinescu, Jaime Garcia, Radu Olariu, Irving Dindoyal, Serge Le Huu, Mauricio Reyes
2012 Journal of Medical Internet Research  
Objective: (1) To develop a computer tool that allows individual reconstruction and simulation of 3-dimensional (3D) soft tissue from ordinary digital photos of breasts, (2) to implement a Web-based, worldwide-accessible  ...  The method presented above was used to reconstruct 3D pictures from 2D digital pictures.  ...  Conflicts of Interest Dr Garcia is co-owner of, and receives income from, Crisalix, S.A, which is developing products related to the research described in this paper and developed through the Swiss Agency  ... 
doi:10.2196/jmir.1903 pmid:22306688 pmcid:PMC3374529 fatcat:2tguwq2gzba3ln22wlzzer5wwu

Total Moving Face Reconstruction [chapter]

Supasorn Suwajanakorn, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2014 Lecture Notes in Computer Science  
Instead we leverage the large amounts of photos that are available per individual in personal or internet photo collections.  ...  In the heart of this work is a new dense 3D flow estimation method coupled with shape from shading.  ...  Results We evaluate the performance of our approach on a variety of videos downloaded from the Internet.  ... 
doi:10.1007/978-3-319-10593-2_52 fatcat:l24mxowvqfem3g7rl7ep4cysqe

Modeling the World from Internet Photo Collections

Noah Snavely, Steven M. Seitz, Richard Szeliski
2007 International Journal of Computer Vision  
This approach, which we call Photo Tourism, has enabled reconstructions of numerous well-known world sites.  ...  There are billions of photographs on the Internet, comprising the largest and most diverse photo collection ever assembled. How can computer vision researchers exploit this imagery?  ...  This kind of variation is what makes Internet imagery (i.e., images returned by Internet image search queries from sites such as Flickr and Google) so challenging to work with.  ... 
doi:10.1007/s11263-007-0107-3 fatcat:z3yii4hmojanpjs77kzkvfyvcm

NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections [article]

Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi, Jonathan T. Barron, Alexey Dosovitskiy, Daniel Duckworth
2021 arXiv   pre-print
We introduce a series of extensions to NeRF to address these issues, thereby enabling accurate reconstructions from unstructured image collections taken from the internet.  ...  We apply our system, dubbed NeRF-W, to internet photo collections of famous landmarks, and demonstrate temporally consistent novel view renderings that are significantly closer to photorealism than the  ...  Conclusion We have presented NeRF-W, a novel approach for 3D scene reconstruction of complex environments from unstructured internet photo collections that builds upon NeRF.  ... 
arXiv:2008.02268v3 fatcat:z5gq57fovvekteczkegiwrrimq

Scene Reconstruction and Visualization From Community Photo Collections

Noah Snavely, Ian Simon, Michael Goesele, Richard Szeliski, Steven M Seitz
2010 Proceedings of the IEEE  
Once the geometry is known, we can recover higher level information from the spatial distribution of photos, such as the most common viewpoints and paths through the scene.  ...  Over the past several years, advances in computer vision have made it possible to automatically reconstruct 3-D geometryVincluding camera positions and scene modelsVfrom these large, diverse photo collections  ...  His current research focuses on 3-D modeling and visualization from large photo collections. Dr.  ... 
doi:10.1109/jproc.2010.2049330 fatcat:w6og7vrjc5bajgrlaw53jz3key

Photo Wake-Up: 3D Character Animation from a Single Photo [article]

Chung-Yi Weng, Brian Curless, Ira Kemelmacher-Shlizerman
2018 arXiv   pre-print
We present a method and application for animating a human subject from a single photo. E.g., the character can walk out, run, sit, or jump in 3D.  ...  Further, we present an interactive interface that allows re-posing the person in 3D, and an augmented reality setup where the animated 3D person can emerge from the photo into the real world.  ...  We have tested our method on 70 photos downloaded from the Internet (spanning art, posters, and graffiti that satisfied our photo specifications-full body, mostly frontal).  ... 
arXiv:1812.02246v1 fatcat:vguvb4r7mnbevef5dc6wbjohs4

Video to Fully Automatic 3D Hair Model [article]

Shu Liang, Xiufeng Huang, Xianyu Meng, Kunyao Chen, Linda G. Shapiro, Ira Kemelmacher-Shlizerman
2018 arXiv   pre-print
State of the art hair reconstruction methods allow either a single photo (thus compromising 3D quality) or multiple views, but they require manual user interaction (manual hair segmentation and capture  ...  In this paper, we describe a system that can completely automatically create a reconstruction from any video (even a selfie video), and we don't require specific views, since taking your -90 degree, 90  ...  Finally, ] explored how to reconstruct a full head model of a person from Internet photos. These methods focused on rough head and hair modeling without reconstruction of hair strands.  ... 
arXiv:1809.04765v1 fatcat:x4bf772oszdx3la3577ik5i6au

NYC3DCars: A Dataset of 3D Vehicles in Geographic Context

Kevin Matzen, Noah Snavely
2013 2013 IEEE International Conference on Computer Vision  
To aid in studying connections between geometry and recognition, we introduce NYC3DCars, a rich dataset for vehicle detection in urban scenes built from Internet photos drawn from the wild, focused on  ...  NYC3DCars can be used to study new questions about using geometric information in detection tasks, and to explore applications of Internet photos in understanding cities.  ...  This work was supported in part by the National Science Foundation under grant NSF-0931686, and by grants from the Intel Science and Technology Center for Visual Computing and Amazon Web Services in Education  ... 
doi:10.1109/iccv.2013.99 dblp:conf/iccv/MatzenS13 fatcat:zlaaqm6akfdfdbaucbkofn6vzu

Augmenting Crowd-Sourced 3D Reconstructions Using Semantic Detections

True Price, Johannes L. Schonberger, Zhen Wei, Marc Pollefeys, Jan-Michael Frahm
2018 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition  
Image-based 3D reconstruction for Internet photo collections has become a robust technology to produce impressive virtual representations of real-world scenes.  ...  We demonstrate the results of our approach on a number of unordered Internet photo collections, and we quantitatively evaluate the obtained absolute scene scales.  ...  [42, 43] demonstrated the feasibility of reconstruction from Internet photos, and later systems robustified the reconstruction methods and tackled increasingly larger scenes and photo-collections.  ... 
doi:10.1109/cvpr.2018.00206 dblp:conf/cvpr/PriceSWPF18 fatcat:wgmgjf4garc4hb34en5iqgvqyu

Internet visual media processing: a survey with graphics and vision applications

Shi-Min Hu, Tao Chen, Kun Xu, Ming-Ming Cheng, Ralph R. Martin
2013 The Visual Computer  
In recent years, the computer graphics and computer vision communities have devoted significant attention to research based on Internet visual media resources.  ...  It can reconstruct a city from 150K images in under one day using a 500 core cluster. Frahm et al.  ...  Their method provides good cross-domain performance on the difficult task of matching images from different visual domains, such as photos and sketches, photos, and paintings, or photos under different  ... 
doi:10.1007/s00371-013-0792-6 fatcat:omwwludvznhvrmgl5oeffienyy

The 3D Jigsaw Puzzle: Mapping Large Indoor Spaces [chapter]

Ricardo Martin-Brualla, Yanling He, Bryan C. Russell, Steven M. Seitz
2014 Lecture Notes in Computer Science  
We introduce an approach for analyzing annotated maps of a site, together with Internet photos, to reconstruct large indoor spaces of famous tourist sites.  ...  Our approach leverages position, orientation, and shape cues extracted from the map and 3D pieces and optimizes a global objective to recover the global layout of the pieces.  ...  Ours is the first system to reconstruct large indoor spaces of famous tourist sites from Internet photos via joint reasoning with map data and disconnected 3D pieces returned by structure-from-motion.  ... 
doi:10.1007/978-3-319-10578-9_1 fatcat:53be66rorjdtdlzmizsvgt4b4u

Image Phylogeny Forests Reconstruction [article]

Filipe De O. Costa, Marina Oikawa, Zanoni Dias, Siome Goldenstein, Anderson Rocha
2014 Figshare  
(a) 10 different target image groups from the Internet: This dataset was originally used to evaluate the reconstruction of IPTs [1] .  ...  Palin's head was removed from another picture of her marching in the Chugiak July 4 Parade, and pasted onto the body of a bikini-wearing model.  ... 
doi:10.6084/m9.figshare.1012816 fatcat:o5leyqd5qzg4bm3ncwdjt6mfui

Learning Perspective Undistortion of Portraits

Yajie Zhao, Zeng Huang, Tianye Li, Weikai Chen, Chloe Legendre, Xinglei Ren, Ari Shapiro, Hao Li
2019 2019 IEEE/CVF International Conference on Computer Vision (ICCV)  
We show input photos (b) (e), our undistortion results (c) (f), and reference images (d) (g) captured simultaneously using a beam splitter rig (a).  ...  internet pictures [33] , multi-view stereo [2] , and reconstruction based on shading cues [34] .  ...  The first is a light-stage [24, 41] scanning system which produces pore-level 3D head models for photo-real rendering.  ... 
doi:10.1109/iccv.2019.00794 dblp:conf/iccv/ZhaoHL0LRSL19 fatcat:f4xrcc5ldvejlb6ejmm66ackky
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