previous pauseresume next

هسته پژوهشی تحلیل تصاویر چشم پزشکی

هسته پژوهشی تحلیل تصاویر چشم پزشکی
 
اعضای هسته: دکتر حسین ربانی، دکتر علیرضا مهری، دکترمحمدرضا اخلاقی، دکتر فدرا حاجی زاده، دکتر نادریان، دکتر راحله کافیه، مهندس مهداد اسماعیلی، مهندس مرضیه  گلاب بخش، مهندس لیلا نیکنام، مهندس مرضیه مختاری، مهندس عالیه عهدی، مهندس زینب قاسمی، مهندس آسیه سلطانی پور، مهندس عطیه پورفرمان بر، مهندس محمدرضا عمانی، مهندس جلیل جلیلی، مهندس شیرین حاجب، مهندس هاجر دانش، مهندس طاهره محمودی، مهندس سهیل محمدپور، مهندس کاظمیان
زمان تشکیل هسته: یکشنبه ها ساعت ۸:۳۰ 
تاریخ اولین جلسه: ۹۱/۱۰/۱۱ 
تعداد جلسات تاکنون: ۷۰
اهداف هسته: 
- ارائه الگوریتم های مناسب جهت تحلیل خودکار تصاویر چشم پزشکی
- فعالیت در جهت ارائه نرم افزار استخراج رگهای خونی از تصاویر رنگی شبکیه   
افتخارات :
- برنده شدن گرنت انجمن IEEE  Signal Processing  در سه دوره جهت شرکت در کنفرانس های ICASSP و ICIP توسط اعضای هسته 
- برنده شدن بورس تحقیقاتی Tubitak توسط خانم دکتر راحله کافیه
همکاران : 
- موسسه تصویر گیری Iowa دانشگاه Iowa  
- مرکز چشم دانشگاه Duke
مقالات حاصل از هسته:
  1. R.‎ Kafieh, H.‎ Rabbani, I.‎ Selesnick, “Three Dimensional Data-Driven Multi Scale Atomic Representation of Optical Coherence Tomography”, IEEE Transactions on Medical Imaging, accepted, 2014.‎
  2. SH.‎ Hajeb, H.‎ Rabbani, MR.‎ Akhlaghi, "A New Combined Method Based on Curvelet Transform and Morphological Operators for Automatic Detection of Foveal Avascular Zone", Signal, Image & Video Processing (Springer), vol.‎ 8, no.‎ 2, pp.‎ 205-222, Feb.‎ 2014.‎
  3. R.‎ Kafieh, H.‎ Rabbani, M.‎ Sonka, M.‎ D.‎ Abramoff, "Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map", Medical Image Analysis, vol.‎ 17, no.‎ 8, pp.‎ 907-928, Dec.‎ 2013.‎
  4. R.‎ Kafieh, H.‎ Rabbani, F.‎ Hajizadeh, M.‎ Ommani, S.‎ Kermani, "An Accurate Multimodal 3D Vessel Segmentation Method Based on Brightness Variations on OCT Layers and Curvelet Domain Fundus Image Analysis", IEEE Transactions on Biomedical Engineering, vol.‎ 60, no.‎ 10, pp.‎ 2815-2823, Oct.‎ 2013.‎
  5. H.‎ Danesh, R.‎ Kafieh, H.‎ Rabbani, F.‎ Hajizadeh, “Segmentation of Choroidal Boundary in Enhanced Depth Imaging OCTs Using a Multiresolution Texture Based Modeling in Graph Cuts”, Computational and Mathematical Methods in Medicine, vol.‎ 2014, Article ID
  6. H.‎ Rabbani, M.‎ Sonka, M.‎ D.‎ Abramoff, "Optical Coherence Tomography Noise Reduction Using Anisotropic Local Bivariate Gaussian Mixture Prior in 3-D Complex Wavelet Domain", International Journal of Biomedical Imaging, vol.‎ 2013, Article ID 417491, 23 pages.‎
  7. M.‎ Golabakhsh, H.‎ Rabbani, "Vessel Based Registration of Fundus and OCT Projection Images of Retina Using a Quadratic Registration Model", IET Image Processing, vol.‎ 7, no.‎ 8, pp.‎ 768-776, Nov.‎ 2013.‎
  8. R.‎ Kafieh, H.‎ Rabbani, M.‎ Sonka, M.‎ D.‎ Abramoff, “Curvature Correction of Retinal OCTs Using Graph-Based Geometry Detection", Physics in Medicine & Biology, vol.‎ 58, pp.‎ 2925-2938, 2013.‎
  9. H.‎ Rabbani, S.‎ Gazor, "Video Denoising in 3-D Complex Wavelet Domain Using Local Bessel K-Form Prior", IET Image Processing, vol.‎ 6, no.‎ 9, pp.‎ 1262-1274, Dec.‎ 2012.‎
  10. M.‎ Esmaeili, H.‎ Rabbani, A.‎ M.‎ Dehnavi, A.‎ Dehghani, “Automatic Detection of Exudates and Optic Disk in Retinal Images Using Curvelet Transform", IET Image Processing, vol.‎ 6, no.‎ 7, pp.‎ 1005-1013, Oct.‎ 2012.‎
  11. SH.‎ Hajeb, H.‎ Rabbani, MR.‎ Akhlaghi “Diabetic Retinopathy Grading by Digital Curvelet Transform", Computational and Mathematical Methods in Medicine, vol.‎ 2012, Article ID 761901, 11 pages, 2012.‎
  12. SH.‎ Hajeb, H.‎ Rabbani, A.‎ M.‎ Dehnavi, MR.‎ Akhlaghi, SH.‎ H.‎ Javanmard, “Analysis of Foveal Avascular Zone for Grading of Diabetic Retinopathy Severity Based on Curvelet Transform", Graefe's Archive for Clinical and Experimental Ophthalmology (Springer), vol.‎ 250, no.‎ 11, pp.‎ 1607-1614, Nov.‎ 2012.‎
  13. R.‎ Kafieh, H.‎ Rabbani, “Combination of graph theoretic grouping and time-frequency analysis for image segmentation with an example for EDI-OCT”, in Proc.‎ IEEE 2014 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 4-9, 2014, pp.‎ 5115-5119.‎ 
  14. T.‎ Mahmudi, R.‎ Kafieh, H.‎ Rabbani, “Comparison of macular OCTs in right and left eyes of normal people”, in Proc.‎ SPIE 9038, Medical Imaging 2014: Biomedical Applications in Molecular, Structural, and Functional Imaging, 90381K, San Diego, California, United States Feb.‎ 15-20, 2014.‎ 
  15. F.‎ Ghasemi, H.‎ Rabbani, “A statistical model for 3D segmentation of retinal choroid in optical coherence tomography images”, in Proc.‎ SPIE 9038, Medical Imaging 2014: Biomedical Applications in Molecular, Structural, and Functional Imaging, 90381W, San Diego, California, United States Feb.‎ 15-20, 2014.‎ 
  16. Soltani, S.‎ Sadri, H.‎ Rabbani, A.‎ Doost-Hosseini, "Vessel Centerlines Extraction from Fundus Fluorescein Angiogram Based on Hessian Analysis of Directional Curvelet Subbands", in Proc.‎ IEEE 2013 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013, pp.‎ 1070-1074.‎ 
  17. R.‎ Kafieh, H.‎ Danesh, H.‎ Rabbani, M.‎ Sonka, M.‎ D.‎ Abramoff, "Vessel Segmentation in Images of Optical Coherence Tomography Using Shadow Information and Thickening of Retinal Nerve Fiber Layer", in Proc.‎ IEEE 2013 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013, pp.‎ 1075-1079.‎ 
  18. R.‎ Kafieh, H.‎ Rabbani, M.‎ Sonka, M.‎ D.‎ Abramoff, “Intra-Retinal Layer Segmentation of Optical Coherence Tomography Using Diffusion Map”, in Proc.‎ IEEE 2013 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013, pp.‎ 1080-1084.‎ 
  19. R.‎ Kafieh, H.‎ Rabbani, M.‎ D.‎ Abramoff, M.‎ Sonka, “OCT image alignment using diffusion maps”, accepted in IEEE 2013 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013.‎ 
  20. R.‎ Kafieh, H.‎ Rabbani, “Optical coherence tomography noise reduction over learned dictionaries with introduction of complex wavelet for start dictionary”, in Wavelets and Sparsity XV, Dimitri Van De Ville;‎ Vivek K.‎ Goyal;‎ Manos Papadakis, Editors, Proceedings of SPIE Vol.‎ 8858 ‪(SPIE, Bellingham, WA 2013)‬, 885826.‎ 
  21. SH.‎ Hajeb, H.‎ Rabbani, “Automatic detection of micro-aneurysms in retinal images based on curvelet transform and morphological operations”, in Applications of Digital Image Processing XXXVI, Andrew G.‎ Tescher, Editors, Proceedings of SPIE Vol.‎ 8856 (SPIE, Bellingham, WA 2013), 88561W.‎ 
  22. J.‎ Jalili, H.‎ Rabbani, R.‎ Kafieh, A.‎ Mehri, “Forming Projection Images From Each Layer of Retina Using Diffusion Map Based OCT Segmentation”, in Proc.‎ 11th IEEE International Conference on Information Science, Signal Processing and their Applications, Quebec, Canada, 2012, pp.‎ 930-934.‎ 
  23. S.‎ Mohammadpour, A.‎ Mehri, H.‎ Rabbani, V.‎ Lakshminarayanan, “A Pre-Compensation Algorithm for Different Optical Aberrations Using an Enhanced Wiener Filter and Edge Tapering”, in Proc.‎ 11th IEEE International Conference on Information Science, Signal Processing and their Applications, Quebec, Canada, 2012, pp.‎ 935-939.‎ 
  24. M.‎ Esmaili, H.‎ Rabbani, A.‎ Mehri, A.‎ Dehghani, “A new curvelet transform based method for extraction of red lesions in digital color retinal images”, in Proc.‎ 2010 IEEE International Conference on Image Processing (ICIP), Hong Kong, 26-29 Sept.‎ 2010, pp.‎ 4093-4096, The Winner of IEEE Signal Processing Society (SPS) Grant.‎ 
  25. M.‎ Esmaili, H.‎ Rabbani, A.‎ Mehri, A.‎ Dehghani, “Extraction of retinal blood vessels by curvelet transform”, in Proc.‎ 2009 IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, Nov.‎ 7-11, 2009, pp.‎ 3353-3356, The Winner of IEEE ICIP Student Author Participation Award.‎ 
  26. M.‎ Esmaili, H.‎ Rabbani, A.‎ Mehri, A.‎ Dehghani, “Automatic optic disk detection by the use of curvelet transform”, accepted in 9th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB), Cyprus, 5-7 November, 2009.‎