• PCA-SIFT

  • Referenced in 81 articles [sw04592]
  • More Distinctive Representation for Local Image Descriptors Stable local feature detection and representation ... examines (and improves upon) the local image descriptor used by SIFT. Like SIFT, our descriptors ... based local descriptors are more distinctive, more robust to image deformations, and more compact than ... results showing that using these descriptors in an image retrieval application results in increased accuracy...
  • SURF

  • Referenced in 183 articles [sw29761]
  • rotation-invariant interest point detector and descriptor, coined SURF (Speeded Up Robust Features). It approximates ... This is achieved by relying on integral images ... image convolutions; by building on the strengths of the leading existing detectors and descriptors...
  • HPatches

  • Referenced in 5 articles [sw31213]
  • novel benchmark for evaluating local image descriptors. We demonstrate that the existing datasets and evaluation...
  • TagProp

  • Referenced in 17 articles [sw11682]
  • cover different aspects of image content, such as local shape descriptors, or global color histograms...
  • Wndchrm

  • Referenced in 2 articles [sw27601]
  • software works by first extracting image content descriptors from the raw image, image transforms...
  • MacRad

  • Referenced in 3 articles [sw17382]
  • MacRad: Radiology image resource with a case-based retrieval system. We have compiled a case ... MacRad, that is structured around descriptors for radiology image findings. Our goal is to provide...
  • PlaNet

  • Referenced in 1 article [sw39596]
  • perform approximate matching using global image descriptors, our model is able to use and integrate ... performance improvement over the single-image model...
  • CTex

  • Referenced in 9 articles [sw21611]
  • optimal number of clusters in the image. The texture features are computed using a multichannel ... mathematical descriptor with the aim of identifying the homogenous regions in the image. This integration...
  • MSEA

  • Referenced in 2 articles [sw16938]
  • with hyperlinks to relevant pathway images and disease descriptors. For non-mammalian or more specialized...
  • OpenSURF

  • Referenced in 4 articles [sw21451]
  • detector and descriptor of local scale- and rotation-invariant image features...
  • Ebimage

  • Referenced in 12 articles [sw18998]
  • reading, writing, processing and analysis of images. Furthermore, in the context of microscopy-based cellular ... segment cells and extract quantitative cellular descriptors. This allows the automation of such tasks using...
  • FREAK

  • Referenced in 13 articles [sw29762]
  • vision applications rely on matching keypoints across images. The last decade featured an arms-race ... ante: the goal is to make descriptors faster to compute, more compact while remaining robust ... current requirements, we propose a novel keypoint descriptor inspired by the human visual system ... binary strings is computed by efficiently comparing image intensities over a retinal sampling pattern...
  • SuperPoint

  • Referenced in 4 articles [sw31219]
  • framework for training interest point detectors and descriptors suitable for a large number of multiple ... sized images and jointly computes pixel-level interest point locations and associated descriptors ... when trained on the MS-COCO generic image dataset using Homographic Adaptation, is able...
  • SupCP

  • Referenced in 2 articles [sw24588]
  • apply it to a facial image database with facial descriptors (e.g., smiling / not smiling...
  • BRISK

  • Referenced in 18 articles [sw29764]
  • exhibit great performance under a variety of image transformations, with SURF in particular considered ... with the assembly of a bit-string descriptor from intensity comparisons retrieved by dedicated sampling...
  • PCL

  • Referenced in 17 articles [sw22770]
  • large scale, open project [1] for 2D/3D image and point cloud processing. The PCL framework ... scene, extract keypoints and compute descriptors to recognize objects in the world based on their...
  • LETRIST

  • Referenced in 0 articles [sw39964]
  • paper proposes a simple yet effective image descriptor, called Locally Encoded TRansform feature hISTogram (LETRIST ... explicitly encodes the joint information within an image across feature and scale spaces. The proposed...
  • 3DMatch

  • Referenced in 6 articles [sw32561]
  • Descriptors from RGB-D Reconstructions. Matching local geometric features on real-world depth images ... model that learns a local volumetric patch descriptor for establishing correspondences between partial 3D data...
  • Photosketcher

  • Referenced in 2 articles [sw14454]
  • Photosketcher searches a large collection of images for it. The search is based ... approach that uses local descriptors for translation-invariant retrieval of image parts. Composition is based...
  • APICAS

  • Referenced in 1 article [sw35264]
  • Example of Incorporating Colour Semantic Descriptors into Digital Art Image Repositories. The paper presents...