EyeSLAM: Real‐time simultaneous localization and mapping of retinal vessels during intraocular microsurgery

Fast and accurate mapping and localization of the retinal vasculature is critical to increasing the effectiveness and clinical utility of robot‐assisted intraocular microsurgery such as laser photocoagulation and retinal vessel cannulation.

[1]  Roberto Marcondes Cesar Junior,et al.  Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification , 2005, IEEE Transactions on Medical Imaging.

[2]  Edwin Olson,et al.  Real-time correlative scan matching , 2009, 2009 IEEE International Conference on Robotics and Automation.

[3]  Sa Kabanarou,et al.  Macular hole surgery with and without internal limiting membrane peeling , 2009 .

[4]  Russell H. Taylor,et al.  New steady-hand Eye Robot with micro-force sensing for vitreoretinal surgery , 2010, 2010 3rd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics.

[5]  Hong Shen,et al.  Rapid automated tracing and feature extraction from retinal fundus images using direct exploratory algorithms , 1999, IEEE Transactions on Information Technology in Biomedicine.

[6]  M. Goldbaum,et al.  Detection of blood vessels in retinal images using two-dimensional matched filters. , 1989, IEEE transactions on medical imaging.

[7]  R. Frank,et al.  Retinal laser photocoagulation: Benefits and risks , 1980, Vision Research.

[8]  Guoliang Fan,et al.  Hybrid retinal image registration , 2006, IEEE Transactions on Information Technology in Biomedicine.

[9]  Gregory D. Hager,et al.  Vision-assisted control for manipulation using virtual fixtures , 2001, IEEE Transactions on Robotics.

[10]  Cameron N. Riviere,et al.  Real-time retinal vessel mapping and localization for intraocular surgery , 2013, 2013 IEEE International Conference on Robotics and Automation.

[11]  J. G. O'shea,et al.  Diabetic retinopathy. , 1995, Postgraduate medical journal.

[12]  Martina Broehan,et al.  Real-Time Multimodal Retinal Image Registration for a Computer-Assisted Laser Photocoagulation System , 2011, IEEE Transactions on Biomedical Engineering.

[13]  P. Bankhead,et al.  Fast Retinal Vessel Detection and Measurement Using Wavelets and Edge Location Refinement , 2012, PloS one.

[14]  Jaspreet Kaur,et al.  An Efficient Blood Vessel Detection Algorithm For Retinal Images Using Local Entropy Thresholding , 2012 .

[15]  H. Brooks,et al.  Macular hole surgery with and without internal limiting membrane peeling. , 2000, Ophthalmology.

[16]  Akio Morita,et al.  Robot-assisted vitreoretinal surgery: development of a prototype and feasibility studies in an animal model. , 2009, Ophthalmology.

[17]  B. Nelson,et al.  Calibration of a parametric model of an optical microscope , 1999 .

[18]  Sungwook Yang,et al.  Handheld‐automated microsurgical instrumentation for intraocular laser surgery , 2015, Lasers in surgery and medicine.

[19]  Cameron N. Riviere,et al.  Manipulator Design and Operation of a Six-Degree-of-Freedom Handheld Tremor-Canceling Microsurgical Instrument , 2015, IEEE/ASME Transactions on Mechatronics.

[20]  Louis A. Lobes,et al.  Vision-Based Control of a Handheld Surgical Micromanipulator With Virtual Fixtures , 2013, IEEE Transactions on Robotics.

[21]  Peter Kazanzides,et al.  Portability and applicability of virtual fixtures across medical and manufacturing tasks , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[22]  Jianxin Shen,et al.  Automatic fundus images mosaic based on SIFT feature , 2010, 2010 3rd International Congress on Image and Signal Processing.

[23]  J. Weiss,et al.  Injection of tissue plasminogen activator into a branch retinal vein in eyes with central retinal vein occlusion. , 2001, Ophthalmology.

[24]  Wolfram Burgard,et al.  An efficient fastSLAM algorithm for generating maps of large-scale cyclic environments from raw laser range measurements , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[25]  Matthijs C. Dorst.  Distinctive Image Features from Scale-Invariant Keypoints , 2011 .

[26]  Jing Tian,et al.  Retinal image registration using topological vascular tree segmentation and bifurcation structures , 2015, Biomed. Signal Process. Control..

[27]  Chia-Ling Tsai,et al.  The dual-bootstrap iterative closest point algorithm with application to retinal image registration , 2003, IEEE Transactions on Medical Imaging.

[28]  B. Roysam,et al.  Image processing algorithms for retinal montage synthesis, mapping, and real-time location determination , 1998, IEEE Transactions on Biomedical Engineering.

[29]  Theocharis Theocharides,et al.  A high performance hardware architecture for portable, low-power retinal vessel segmentation , 2014, Integr..

[30]  Philippe C. Cattin,et al.  Retina Mosaicing Using Local Features , 2006, MICCAI.

[31]  Charles V. Stewart,et al.  A Feature-Based, Robust, Hierarchical Algorithm for Registering Pairs of Images of the Curved Human Retina , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[32]  Russell H. Taylor,et al.  Unified Detection and Tracking of Instruments during Retinal Microsurgery , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[33]  Cameron N. Riviere,et al.  Physiological tremor amplitude during retinal microsurgery , 2002, Proceedings of the IEEE 28th Annual Northeast Bioengineering Conference (IEEE Cat. No.02CH37342).

[34]  J-P Hubschman,et al.  ‘The Microhand’: a new concept of micro-forceps for ocular robotic surgery , 2010, Eye.

[35]  Jake J. Abbott,et al.  Single-Camera Focus-Based Localization of Intraocular Devices , 2010, IEEE Transactions on Biomedical Engineering.

[36]  Roberto Marcondes Cesar Junior,et al.  Retinal Vessel Segmentation Using the 2-D Morlet Wavelet and Supervised Classification , 2005, ArXiv.

[37]  Russell H. Taylor,et al.  Fundus Image Mosaicking for Information Augmentation in Computer-Assisted Slit-Lamp Imaging , 2014, IEEE Transactions on Medical Imaging.

[38]  Cyrill Stachniss,et al.  Simultaneous Localization and Mapping , 2016, Springer Handbook of Robotics, 2nd Ed..