• BSDS

  • Referenced in 165 articles [sw14427]
  • Benchmark. A database of human segmented natural images and its application to evaluating segmentation algorithms...
  • GrabCut

  • Referenced in 101 articles [sw15842]
  • problem of efficient, interactive foreground/background segmentation in still images is of great ... practical importance in image editing. Classical image segmentation tools use either texture (colour) information...
  • NeTra

  • Referenced in 63 articles [sw14887]
  • shape and spatial location information in segmented image regions to search and retrieve similar regions ... incorporation of a robust automated image segmentation algorithm that allows object- or region-based search ... Image segmentation significantly improves the quality of image retrieval when images contain multiple complex objects ... regions are computed. In addition to image segmentation, other important components of the system include...
  • SIMPLIcity

  • Referenced in 85 articles [sw14893]
  • integrated region matching based upon image segmentation. An image is represented...
  • Image Processing Toolbox

  • Referenced in 31 articles [sw13352]
  • development. You can perform image analysis, image segmentation, image enhancement, noise reduction, geometric transformations...
  • spatstat

  • Referenced in 122 articles [sw04429]
  • include point patterns, line segment patterns, spatial windows, pixel images and tessellations. Exploratory methods include...
  • DeepLab

  • Referenced in 12 articles [sw15303]
  • DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs ... address the task of semantic image segmentation with Deep Learning and make three main contributions ... atrous spatial pyramid pooling (ASPP) to robustly segment objects at multiple scales. ASPP probes ... PASCAL VOC-2012 semantic image segmentation task, reaching 79.7% mIOU in the test...
  • CGAL

  • Referenced in 344 articles [sw00118]
  • modeling, geographic information systems, molecular biology, medical imaging, robotics and motion planning, mesh generation, numerical ... points, 2D additively weighted Voronoi diagrams, and segment Voronoi diagrams), polygons (Boolean operations, offsets, straight...
  • drp-benchmarks

  • Referenced in 17 articles [sw34611]
  • Digital rock physics benchmarks—Part I: Imaging and segmentation. Highlights: We propose four rock microstructure...
  • CTex

  • Referenced in 9 articles [sw21611]
  • CTex -- an adaptive unsupervised segmentation algorithm based on color-texture coherence. This paper ... presents the development of an unsupervised image segmentation framework (referred to as CTex) that ... color features that evaluates the input image in a multispace color representation. To achieve this...
  • SymNMF

  • Referenced in 8 articles [sw12668]
  • document clustering, image clustering, and image segmentation support SymNMF as a graph clustering method that...
  • FRIP

  • Referenced in 5 articles [sw14894]
  • based image retrieval tool using automatic image segmentation and stepwise Boolean AND matching. We present ... adaptive circular filters used for semantic image segmentation, which are based on both Bayes’ theorem ... texture distribution of image. In addition, to decrease the computational complexity without losing the accuracy ... results, we extract optimal feature vectors from segmented regions and apply them to our stepwise...
  • Valmet

  • Referenced in 7 articles [sw01281]
  • improving 3D object segmentation Extracting 3D structures from volumetric images like ... trials. Key issues for segmenting anatomical objects from 3D medical images are validity and reliability ... original 3D image (MRI, CT, ultrasound), and a series of segmentations either generated by several ... full 3D segmentations. Segmentation results are overlaid onto the original image data for visual comparison...
  • SegNet

  • Referenced in 7 articles [sw27575]
  • deep convolutional encoder-decoder architecture for image segmentation. We present a novel and practical deep...
  • ITK

  • Referenced in 44 articles [sw08382]
  • National Library of Medicine Insight Segmentation and Registration Toolkit (ITK). ITK is an open-source ... extensive suite of software tools for image analysis. Developed through extreme programming methodologies, ITK employs ... leading-edge algorithms for registering and segmenting multidimensional data. The goals for ITK include: Supporting...
  • MAVI

  • Referenced in 6 articles [sw17676]
  • various filters and transforms, techniques for image segmentation and object isolation, and functions for easy...
  • CECM

  • Referenced in 6 articles [sw06446]
  • particular, an application to medical image segmentation is presented...
  • PacthDock

  • Referenced in 6 articles [sw12399]
  • inspired by object recognition and image segmentation techniques used in Computer Vision. Docking...
  • YARF

  • Referenced in 4 articles [sw21233]
  • model used to selectively apply specialized image segmentation methods to perform the feature detection ... benefit of using multiple specialized image segmentation techniques, the advantages of using least median squares ... failure to see expected features in the image...
  • Leafsnap

  • Referenced in 5 articles [sw15540]
  • vision components for discarding non-leaf images, segmenting the leaf from an untextured background, extracting ... performance on the real-world images from the new Leafsnap Dataset – the largest...