• PCA-SIFT

  • Referenced in 81 articles [sw04592]
  • SIFT: A More Distinctive Representation for Local Image Descriptors Stable local feature detection and representation ... paper examines (and improves upon) the local image descriptor used by SIFT. Like SIFT ... descriptors encode the salient aspects of the image gradient in the feature point’s neighborhood ... experiments demonstrate that the PCA-based local descriptors are more distinctive, more robust to image...
  • TagProp

  • Referenced in 17 articles [sw11682]
  • aspects of image content, such as local shape descriptors, or global color histograms. We also...
  • HPatches

  • Referenced in 5 articles [sw31213]
  • evaluation of handcrafted and learned local descriptors. In this paper, we propose a novel benchmark ... evaluating local image descriptors. We demonstrate that the existing datasets and evaluation protocols ... recent improvements in local descriptors obtained by learning them from large annotated datasets. Therefore...
  • 3DMatch

  • Referenced in 6 articles [sw32561]
  • 3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions. Matching local geometric features on real ... driven model that learns a local volumetric patch descriptor for establishing correspondences between partial ... show that our descriptor is not only able to match local geometry in new scenes...
  • PPFNet

  • Referenced in 3 articles [sw32559]
  • deeply learning a globally informed 3D local feature descriptor to find correspondences ... unorganized point clouds. PPFNet learns local descriptors on pure geometry and is highly aware ... with the points and normals within a local vicinity. Our permutation invariant network design ... global information naturally into the local descriptor. It shows that context awareness also boosts...
  • BRIEF

  • Referenced in 6 articles [sw29763]
  • BRIEF: computing a local binary descriptor very fast. Binary descriptors are becoming increasingly popular...
  • OpenSURF

  • Referenced in 4 articles [sw21451]
  • Robust Features) is a detector and descriptor of local scale- and rotation-invariant image features...
  • Mahotas

  • Referenced in 2 articles [sw14432]
  • computation, including interest point detection and local descriptors. The interface is in Python, a dynamic...
  • Photosketcher

  • Referenced in 2 articles [sw14454]
  • features approach that uses local descriptors for translation-invariant retrieval of image parts. Composition...
  • KAZE Features

  • Referenced in 10 articles [sw30439]
  • compute a robust Modified-Local Difference Binary (M-LDB) descriptor that exploits gradient information from...
  • PPF-FoldNet

  • Referenced in 1 article [sw32560]
  • Unsupervised Learning of Rotation Invariant 3D Local Descriptors. We present PPF-FoldNet for unsupervised learning ... local descriptors on pure point cloud geometry. Based on the folding-based auto-encoding ... necessitates neither supervision, nor a sensitive local reference frame, benefits from point-set sparsity ... fast, and can extract powerful rotation invariant descriptors. Thanks to a novel feature visualization...
  • shapeDTW

  • Referenced in 2 articles [sw15328]
  • accuracies. By using a properly designed local structure descriptor, shapeDTW improves accuracies by more than...
  • LC-GAP

  • Referenced in 1 article [sw22566]
  • Localized Coulomb Descriptors for the Gaussian Approximation Potential. We introduce a novel class of localized...
  • Chemiscope

  • Referenced in 1 article [sw33780]
  • materials and molecular databases, correlating local and global structural descriptors with the physical properties...
  • LETRIST

  • Referenced in 0 articles [sw39964]
  • LETRIST: Locally Encoded Transform Feature Histogram for Rotation-Invariant Texture Classification. Classifying texture images, especially ... proposes a simple yet effective image descriptor, called Locally Encoded TRansform feature hISTogram (LETRIST...
  • Graph Investigator

  • Referenced in 2 articles [sw26160]
  • global and local structural properties of networks with the use of various descriptors derived from...
  • DARN!

  • Referenced in 4 articles [sw00186]
  • Darn uses a weighted constraint solver to localize the portions of a genomic sequencethat match ... specific language (see section 5). Somemotif descriptors are provided with the software for FMN, Lysine...
  • openSMILE

  • Referenced in 4 articles [sw21623]
  • Weka or HTK. Available low-level descriptors include popular speech, music and video features including ... CENS, auditory model based loudness, voice quality, local binary pattern, color, and optical flow histograms...
  • 3DFeat-Net

  • Referenced in 1 article [sw32563]
  • 3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration. In this paper ... which learns both 3D feature detector and descriptor for point cloud matching using weak supervision...
  • QuBiLs-MIDAS

  • Referenced in 2 articles [sw13982]
  • calculation of 3D molecular descriptors based on the two-linear (bilinear), three-lineal and four ... double-stochastic and mutual probability), cut-offs, local calculations and aggregation operators. The QuBiLS-MIDAS ... different options of the molecular descriptors, while the library was designed to be easily integrated...