David A. Clausi

Overview

Best Publications

• An analysis of co-occurrence texture statistics as a function of grey level quantization

  David A Clausi

  1314
  Citations

• Designing Gabor filters for optimal texture separability

  David A. Clausi;M. Ed Jernigan

  526
  Citations

• Lung Nodule Classification Using Deep Features in CT Images

  Devinder Kumar;Alexander Wong;David A. Clausi

  432
  Citations

• ARRSI: Automatic Registration of Remote-Sensing Images

  A. Wong;D.A. Clausi

  297
  Citations

• Design-based texture feature fusion using Gabor filters and co-occurrence probabilities

  D.A. Clausi;Huang Deng

  284
  Citations

• Unsupervised image segmentation using a simple MRF model with a new implementation scheme

  Huawu Deng;David A. Clausi

  280
  Citations

• IRGS: Image Segmentation Using Edge Penalties and Region Growing

  Qiyao Yu;D.A. Clausi

  279
  Citations

• Unsupervised segmentation of synthetic aperture Radar sea ice imagery using a novel Markov random field model

  Huawu Deng;D.A. Clausi

  270
  Citations

• Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery

  D.A. Clausi;Bing Yue

  265
  Citations

• Intra-retinal layer segmentation in optical coherence tomography images

  Akshaya Mishra;Alexander Wong;Kostadinka Bizheva;David A. Clausi

  263
  Citations

• Unsupervised Polarimetric SAR Image Segmentation and Classification Using Region Growing With Edge Penalty

  P. Yu;A. K. Qin;D. A. Clausi

  252
  Citations

• Comparison and fusion of co‐occurrence, Gabor and MRF texture features for classification of SAR sea‐ice imagery

  David A. Clausi

  242
  Citations

• Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study

  Lei Wang;K. Andrea Scott;Linlin Xu;David A. Clausi

  226
  Citations

• Gaussian MRF rotation-invariant features for image classification

  Huawu Deng;D.A. Clausi

  214
  Citations

• General Bayesian estimation for speckle noise reduction in optical coherence tomography retinal imagery

  Alexander Wong;Akshaya Mishra;Kostadinka Bizheva;David A Clausi

  206
  Citations

• Unsupervised image segmentation using a simple MRF model with a new implementation scheme

  Huawu Deng;D.A. Clausi

  189
  Citations

• Using the Canny edge detector for feature extraction and enhancement of remote sensing images

  M. Ali;D. Clausi

  183
  Citations

• Automated Ice–Water Classification Using Dual Polarization SAR Satellite Imagery

  Steven Leigh;Zhijie Wang;David A. Clausi

  182
  Citations

• Segmentation of Skin Lesions From Digital Images Using Joint Statistical Texture Distinctiveness

  Jeffrey Glaister;Alexander Wong;David A. Clausi

  176
  Citations

• A fast method to determine co-occurrence texture features

  D.A. Clausi;M.E. Jernigan

  176
  Citations