Results

1D Frieze Symmetry

Leaderboard

  1. C. Wu, J.-M. Frahm, and M. Pollefeys. Detecting large repetitive structures with salient boundaries. ECCV, 2010.
  2. E. Michaelsen and M. Arens. Hierarchical grouping using gestalt assessments. In Proceedings, ICCV Workshop on Detecting Symmetry in the Wild, Venice, 2017

2D Reflection Symmetry: Single

Updated Leaderboard

  1. M. Cicconet, D. G. C. Hildebrand, and H. Elliott. Finding mirror symmetry via registration and optimal symmetric pairwise assignment of curves. ICCV Workshop on Detecting Symmetry in the Wild, 2017
  2. M. Elawady, C. Ducottet, O. Alata, C. Barat, and P. Colantoni. Wavelet-based reflection symmetry detection via textural and color histograms. ICCV Workshop on Detecting Symmetry in the Wild, 2017
  3. G. Loy and J. Eklundh. Detecting symmetry and symmetric constellations of features. ECCV, 2004
  4. I. Atadjanov and S. Lee. Reflection symmetry detection via appearance of structure descriptor. ECCV, 2016.
  5. F. Guerrini, A. Gnutti, and R. Leonardi. Innerspec: Technical report. ICCV Workshop on Detecting Symmetry in the Wild, 2017
  6. E. Michaelsen and M. Arens. Hierarchical grouping using gestalt assessments. ICCV Workshop on Detecting Symmetry in the Wild, 2017

2D Reflection Symmetry: Multiple

Updated Leaderboard

  1. G. Loy and J. Eklundh. Detecting symmetry and symmetric constellations of features. ECCV, 2004
  2. I. Atadjanov and S. Lee. Reflection symmetry detection via appearance of structure descriptor. ECCV, 2016.
  3. M. Elawady, C. Ducottet, O. Alata, C. Barat, and P. Colantoni. Wavelet-based reflection symmetry detection via textural and color histograms. ICCV Workshop on Detecting Symmetry in the Wild, 2017
  4. E. Michaelsen and M. Arens. Hierarchical grouping using gestalt assessments. ICCV Workshop on Detecting Symmetry in the Wild, 2017

2D Reflection Symmetry: SymCOCO-Ref

Leaderboard

  1. Sym-ResNET (C. Funk and Y. Liu. Beyond planar symmetry: Modeling human perception of reflection and rotation symmetries in the wild. ICCV, 2017 - baseline)
  2. Sym-VGG (C. Funk and Y. Liu. Beyond planar symmetry: Modeling human perception of reflection and rotation symmetries in the wild. ICCV, 2017 - baseline)
  3. FSDS (W. Shen, K. Zhao, Y. Jiang, Y. Wang, Z. Zhang, and X. Bai. Object skeleton extraction in natural images by fusing scale-associated deep side outputs. CVPR, 2016.)
  4. MIL-color (S. Tsogkas and I. Kokkinos. Learning-based symmetry detection in natural images. ECCV, 2012.)
  5. SRF (L. Teo, C. Fermüller, and Y. Aloimonos. Detection and Segmentation of 2D Curved Reflection Symmetric Structures. ICCV, 2015.)
  6. MA (E. Michaelsen and M. Arens. Hierarchical grouping using gestalt assessments. ICCV Workshop on Detecting Symmetry in the Wild, 2017)

Medial Axis Symmetry: BMAX500

Leaderboard

  1. RSRN (C. Liu, W. Ke, J. Jiao, Q. Ye. RSRN: Rich Side-output Residual Network for Medial Axis Detection. ICCV Workshop on Detecting Symmetry in the Wild, 2017 )
  2. AMAT (S. Tsogkas, S. Dickinson. AMAT: Medial Axis Transform for Natural Images. ICCV, 2017 - baseline)
  3. MIL-color (S. Tsogkas, I. Kokkinos, Learning-based Symmetry Detection in Natural Images. ECCV, 2012 - baseline)

Medial Axis Symmetry: SK-LARGE

Leaderboard

  1. SegSkel (Xiaolong Liu et al., Fusing Image and Segmentation Cues for Skeleton Extraction in the Wild, Huazhong University of Science and Technology, ICCV Workshop on Detecting Symmetry in the Wild, 2017)
  2. RSRN (C. Liu, W. Ke, J. Jiao, Q. Ye. RSRN: Rich Side-output Residual Network for Medial Axis Detection. ICCV Workshop on Detecting Symmetry in the Wild, 2017 )
  3. LMSDS (W, Shen, K. Zhao, Y. Jiang, Y. Wang, X. Bai, A. Yuille. TIP, 2017 - baseline)
  4. MIL-color (S. Tsogkas, I. Kokkinos, Learning-based Symmetry Detection in Natural Images. ECCV, 2012 - baseline)

3D Global Reflection Symmetry (Synthetic Data)

Leaderboard

  1. A. Ecins, C. Fermuller, and Y. Aloimonos. Detecting reflectional symmetries in 3d data through symmetrical fitting, ICCV Workshop on Detecting Symmetry in the Wild, 2017
  2. P. Speciale, M. R. Oswald, A. Cohen, M. Pollefeys. A Symmetry Prior for Convex Variational 3D Reconstruction, European Conference on Computer Vision (ECCV), 2016 - baseline
  3. M. Cicconet, D. G. C. Hildebrand, and H. Elliott. Finding mirror symmetry via registration and optimal symmetric pairwise assignment of curves, ICCV Workshop on Detecting Symmetry in the Wild, 2017

3D Local Reflection Symmetry (Synthetic Data)

Leaderboard

  1. A. Ecins, C. Fermuller, and Y. Aloimonos. Detecting reflectional symmetries in 3d data through symmetrical fitting, ICCV Workshop on Detecting Symmetry in the Wild, 2017
  2. P. Speciale, M. R. Oswald, A. Cohen, M. Pollefeys, A Symmetry Prior for Convex Variational 3D Reconstruction, European Conference on Computer Vision (ECCV), 2016 - baseline

3D Local Reflection Symmetry (Real Data)

Leaderboard

  1. A. Ecins, C. Fermuller, and Y. Aloimonos. Detecting reflectional symmetries in 3d data through symmetrical fitting, ICCV Workshop on Detecting Symmetry in the Wild, 2017
  2. P. Speciale, M. R. Oswald, A. Cohen, M. Pollefeys, A Symmetry Prior for Convex Variational 3D Reconstruction, European Conference on Computer Vision (ECCV), 2016 - baseline