Publications

International Journals

  1. [Arandjelovic et al. PAMI 2017]
    NetVLAD: CNN architecture for weakly supervised place recognition. Relja Arandjelovic, Petr Gronat, Akihiko Torii, Tomas Pajdla, Josef Sivic. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI 2017). See also the project page.
  2. [Aubry et al. TOG 2104]
    Painting-to-3D Model Alignment Via Discriminative Visual Elements. Mathieu Aubry, Bryan Russell, Josef Sivic. ACM Transactions on Graphics (TOG 2014), 33(2), 2014. Also in International Conference on Computer Graphics and Interactive Techniques (SIGGRAPH 2014). See also the project page. (a)
  3. [Boulch et al. CGF 2014]
    Piecewise-Planar 3D Reconstruction with Edge and Corner Regularization. Alexandre Boulch and Martin de La Gorce, Renaud Marlet. Computer Graphics Forum (CGF 2014), 33(5):55-64. Also in 12th Eurographics Symposium on Geometry (SGP 2014). (b)
  4. [Gadde et al. IJCV 2016]
    Learning grammars for architecture-specific facade parsing. Raghudeep Gadde, Renaud Marlet, Nikos Paragios. International Journal of Computer Vision (IJCV 2016), 117(3):290-316, March 2016. See also the used dataset.
  5. [Gadde et al. PAMI 2018]
    Efficient 2D and 3D Facade Segmentation using Auto-Context. Raghudeep Gadde, Varun Jampani, Renaud Marlet, Peter Gehler. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI 2018). See also the project page and the supplementary material.
  6. [Hedman et al. TOG 2016]
    Scalable Inside-Out Image-Based Rendering. Peter Hedman, Tobias Ritschel, George Drettakis, Gabriel Brostow. ACM Transactions on Graphics (TOG 2016), 35(6). Also in SIGGRAPH Asia Conference (SIGGRAPH Asia 2016). See also the short project page and complete project page.
  7. [Landrieu & Obozinski SIIMS 2017]
    Cut Pursuit: fast algorithms to learn piecewise constant functions on general weighted graphs. Loïc Landrieu, Guillaume Obozinski. SIAM Journal on Imaging Sciences (SIIMS 2017), 10(4), 1724–1766, 2017. See also the project page.
  8. [Nishida et al. TOG 2016]
    Interactive Sketching of Urban Procedural Models. Gen Nishida, Ignacio Garcia-Dorado, Daniel G. Aliaga, Bedrich Benes, Adrien Bousseau. ACM Transactions on Graphics (TOG 2016). Also in SIGGRAPH Conference (SIGGRAPH 2016). See also the short project page and complete project page.
  9. [Thonat et al. CGF 2018]
    Thin Structures in Image Based Rendering. Theo Thonat, Abdelaziz Djelouah, Frédo Durand, George Drettakis. Computer Graphics Forum (CGF 2018), 37(4), 2018. Also in Eurographics Symposium on Rendering (EGSR 2018). See also the project page.
  10. [Torii et al. PAMI 2015]
    Visual place recognition with repetitive structures. Akihiko Torii, Josef Sivic, Masatoshi Okutomi, Tomas Pajdla. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI 2015), 37(11):2346-2359, November 2015. See also the project page. (a)
  11. [Torii et al. PAMI 2017]
    24/7 place recognition by view synthesis. Akihiko Torii, Relja Arandjelovic, Josef Sivic, Masatoshi Okutomi, Tomas Pajdla. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI 2017). See also the project page.

Book Chapters

  1. [Aubry et al. chapter LSVG 2015]
    Visual geo-localization of non-photographic depictions via 2D-3D alignment. Mathieu Aubry, Bryan Russell, Josef Sivic. Chapter in book Large-Scale Visual Geolocalization (chapter LSVG 2015), Amir Roshan Zamir, Asaad Hakeem, Mubarak Shah, Luc Van Gool, Richard Szeliski (Eds), Springer.

International Conferences

  1. [Arandjelovic et al. CVPR 2016]
    NetVLAD: CNN architecture for weakly supervised place recognition. Relja Arandjelovic, Petr Gronat, Akihiko Torii, Tomas Pajdla, Josef Sivic. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016). See also the project page.
  2. [Aubry et al. CVPR 2014]
    Seeing 3D chairs: exemplar part-based 2D-3D alignment using a large dataset of CAD models. Mathieu Aubry, Daniel Maturana, Alexei A. Efros, Bryan Russell, Josef Sivic. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014).  See also the project page. (a)
  3. [Aubry & Russell ICCV 2015]
    Understanding deep features with computer-generated imagery. Mathieu Aubry, Bryan Russell. IEEE International Conference on Computer Vision (ICCV 2015). See also the project page.
  4. [Boulch & Marlet ICPR 2014]
    Statistical criteria for shape fusion and selection. Alexandre Boulch, Renaud Marlet. 22nd International Conference on Pattern Recognition (ICPR 2014). See also the code repository. (b)
  5. [Bourki et al. WACV 2017]
    Patchwork Stereo: Scalable, Structure-aware 3D Reconstruction in Man-made Environments. Amine Bourki, Martin de La Gorce, Renaud Marlet, Nikos Komodakis. IEEE Winter Conference on Applications of Computer Vision (WACV 2017). See also the supplementary material.
  6. [Djelouah et al. 3DV 2016]
    Cotemporal Multi-View Video Segmentation. Abdelaziz Djelouah, Jean-Sébastien Franco, Edmond Boyer, Patrick Pérez, George Drettakis. International Conference on 3D Vision (3DV 2016). See also the project page.
  7. [Gidaris & Komodakis ICCV 2015]
    Object Detection via a Multi-region and Semantic Segmentation-aware CNN Model. Spyros Gidaris, Nikos Komodakis. IEEE International Conference on Computer Vision (ICCV 2015). See also the extended technical report and code repository.
  8. [Gidaris & Komodakis CVPR 2016]
    LocNet: Improving Localization Accuracy for Object Detection. Spyros Gidaris, Nikos Komodakis. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016). See also the extended technical report and code repository.
  9. [Gidaris & Komodakis BMVC 2016]
    Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization. Spyros Gidaris, Nikos Komodakis. 27th British Machine Vision Conference (BMVC 2016). See also the code repository.
  10. [Gidaris & Komodakis CVPR 2017]
    Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling. Spyros Gidaris, Nikos Komodakis. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017). See also the extended technical report with preliminary results in semantic segmentation tasks as well as the result repository.
  11. [Gidaris & Komodakis CVPR 2018]
    Dynamic Few-Shot Visual Learning without Forgetting. Spyros Gidaris, Nikos Komodakis. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018). See also the project page.
  12. [Gidaris et al. ICLR 2018]
    Unsupervised Representation Learning by Predicting Image Rotations. Spyros Gidaris, Praveer Singh, Nikos Komodakis. International Conference on Learning Representations (ICLR 2018). See also the project page.
  13. [Jampani et al. WACV 2015]
    Efficient Facade Segmentation using Auto-Context. Varun Jampani, Raghudeep Gadde, Peter V. Gehler. IEEE Winter Conference on Applications of Computer Vision (WACV 2015). See also the project page.
  14. [Koziński & Marlet WACV 2014]
    Image Parsing with Graph Grammars and Markov Random Fields. Mateusz Koziński, Renaud Marlet. IEEE Winter Conference on Applications of Computer Vision (WACV 2014). (a)
  15. [Koziński et al. ACCV 2014]
    Beyond procedural facade parsing: Bidirectional alignment via linear programming. Mateusz Koziński, Guillaume Obozinski, Renaud Marlet. In 12th Asian Conference on Computer Vision (ACCV 2014). See also the supplementary material.
  16. [Koziński et al. CVPR 2015]
    A MRF Shape Prior for Facade Parsing with Occlusions. Mateusz Koziński, Raghudeep Gadde, Sergey Zagoruyko, Renaud Marlet, Guillaume Obozinski. In 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015). See also the supplementary material.
  17. [Koziński et al. NeurIPSw 2017]
    An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks. Mateusz Koziński, Loïc Simon, Frédéric Jurie. Limited Labeled Data workshop at Neural Information Processing Systems (NeurIPSw 2017).
  18. [Lee et al. ICCP 2015]
    Linking Past to Present: Discovering Style in Two Centuries of Architecture. Stefan Lee, Nicolas Maisonneuve, Alexei Efros, Josef Sivic, David Crandall, International Conference on Computational Photography (ICCP 2015). See also the supplementary material, the project page. and the interactive online demo.
  19. [Massa et al. CVPR 2016]
    Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views. Francisco Massa, Bryan Russell, Mathieu Aubry. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016). See also the project page.
  20. [Massa et al. BMVC 2016]
    Crafting a multi-task CNN for viewpoint estimation. Francisco Massa, Renaud Marlet, Mathieu Aubry. 27th British Machine Vision Conference (BMVC 2016). See also the project page.
  21. [Oquab et al. CVPR 2015]
    Is object localization for free? – Weakly-supervised learning with convolutional neural networks. Maxime Oquab, Léon Bottou, Ivan Laptev, Josef Sivic. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015).
  22. [Ortiz-Cayon et al. 3DV 2015]
    A Bayesian Approach for Selective Image-Based Rendering using Superpixels. Rodrigo Ortiz-Cayon, Abdelaziz Djelouah, George Drettakis. International Conference on 3D Vision (3DV 2015). See also the project page.
  23. [Ortiz-Cayon et al. 3DV 2016]
    Automatic 3D Car Model Alignment for Mixed Image-Based Rendering. Rodrigo Ortiz-Cayon, Abdelaziz Djelouah, Francisco Massa, Mathieu Aubry, George Drettakis. International Conference on 3D Vision (3DV 2016). See also the project page.
  24. [Philip & Drettakis I3D 2018]
    Plane-Based Multi-View Inpainting for Image-Based Rendering in Large Scenes. Julien Philip, George Drettakis. ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D 2018). See also the project page.
  25. [Rocco et al. CVPR 2017]
    Convolutional Neural Network Architecture for Geometric Matching. Ignacio Rocco, Relja Arandjelovic, Josef Sivic. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017). See also the project page.
  26. [Thonat et al. 3DV 2016]
    Multi-View Inpainting for Image-Based Scene Editing and Rendering. Theo Thonat, Eli Shechtman, Sylvain Paris, George Drettakis. International Conference on 3D Vision (3DV 2016). See also the project page.
  27. [Torii et al. CVPR 2015]
    24/7 place recognition by view synthesis. Akihiko Torii, Relja Arandjelovic, Josef Sivic, Masatoshi Okutomi, Tomas Pajdla. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015). See also the project page.

Submitted for publication

  1. [Dalens et al. submitted]
    Bilinear image translation for temporal analysis of photo collections. Théophile Dalens, Mathieu Aubry, Josef Sivic. Ongoing major revision at PAMI.

Technical report

  1. [Keriven Acute3D report 2019]
    Amélioration de la reconstruction 3D. Renaud Keriven. Acute3D / Bentley Systems technical report, 2019. In French. Confidential.

Awards

Spyros Gidaris, PhD student funded by Semapolis, received two awards for his thesis entitled “Effective and annotation-efficient deep learning for image understanding”:

  1. the best PhD thesis award (2019) from Ecole des Ponts ParisTech,
  2. the best PhD thesis award (2019) from University of Paris-Est (Mathematics and ICT doctoral school).

Legend

  • Mark “(a)” after a publication indicates that the work was initiated before the official Semapolis starting date (Oct. 1st 2013), but was finished with the support of the project.
  • Mark “(b)” after a publication indicates that the acknowledgment to the ANR and reference to Semapolis was forgotten in the final version of the paper. (The acknowledgment is generally not present in the first, submitted version of the paper because of the blind review process.)

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