[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Bouget et al., 2017 - Google Patents

Vision-based and marker-less surgical tool detection and tracking: a review of the literature

Bouget et al., 2017

View PDF
Document ID
6068549710297936299
Author
Bouget D
Allan M
Stoyanov D
Jannin P
Publication year
Publication venue
Medical image analysis

External Links

Snippet

In recent years, tremendous progress has been made in surgical practice for example with Minimally Invasive Surgery (MIS). To overcome challenges coming from deported eye-to- hand manipulation, robotic and computer-assisted systems have been developed. Having …
Continue reading at discovery.ucl.ac.uk (PDF) (other versions)

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62Methods or arrangements for recognition using electronic means
    • G06K9/6201Matching; Proximity measures
    • G06K9/6202Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62Methods or arrangements for recognition using electronic means
    • G06K9/6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0012Biomedical image inspection
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/20Image acquisition
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K2209/00Indexing scheme relating to methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K2209/05Recognition of patterns in medical or anatomical images
    • G06K2209/051Recognition of patterns in medical or anatomical images of internal organs
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00Digital computing or data processing equipment or methods, specially adapted for specific applications

Similar Documents

Publication Publication Date Title
Bouget et al. Vision-based and marker-less surgical tool detection and tracking: a review of the literature
Münzer et al. Content-based processing and analysis of endoscopic images and videos: A survey
Hasan et al. Detection, segmentation, and 3D pose estimation of surgical tools using convolutional neural networks and algebraic geometry
Wang et al. Visual detection and tracking algorithms for minimally invasive surgical instruments: A comprehensive review of the state-of-the-art
Bouget et al. Detecting surgical tools by modelling local appearance and global shape
Reiter et al. Appearance learning for 3d tracking of robotic surgical tools
Du et al. Articulated multi-instrument 2-D pose estimation using fully convolutional networks
Allan et al. Toward detection and localization of instruments in minimally invasive surgery
Rieke et al. Real-time localization of articulated surgical instruments in retinal microsurgery
Lin et al. Video‐based 3D reconstruction, laparoscope localization and deformation recovery for abdominal minimally invasive surgery: a survey
Qin et al. Surgical instrument segmentation for endoscopic vision with data fusion of cnn prediction and kinematic pose
US20150297313A1 (en) Markerless tracking of robotic surgical tools
Zhao et al. Tracking-by-detection of surgical instruments in minimally invasive surgery via the convolutional neural network deep learning-based method
Ye et al. Online tracking and retargeting with applications to optical biopsy in gastrointestinal endoscopic examinations
US20110282151A1 (en) Image-based localization method and system
Rieke et al. Surgical tool tracking and pose estimation in retinal microsurgery
US11633235B2 (en) Hybrid hardware and computer vision-based tracking system and method
Zhao et al. Surgical tool tracking based on two CNNs: from coarse to fine
Nema et al. Surgical instrument detection and tracking technologies: Automating dataset labeling for surgical skill assessment
Kumar et al. Product of tracking experts for visual tracking of surgical tools
Speidel et al. Visual tracking of da vinci instruments for laparoscopic surgery
Rieke et al. Computer vision and machine learning for surgical instrument tracking: Focus: random forest-based microsurgical tool tracking
Payandeh Visual Tracking in Conventional Minimally Invasive Surgery
Prokopetc et al. Automatic detection of the uterus and fallopian tube junctions in laparoscopic images
Mountney et al. Context specific descriptors for tracking deforming tissue