Minimally Invasive Robotic Surgery

By R. A. / 26/07/2016 / RSIP Vision Learns / No Comments

Minimally Invasive Surgery (MIS) has emerged as a paradigm shift in modern surgical practices dating back to the early 1990s. What is Minimally Invasive Surgery? It is a type of intervention done by performing a series of small skin incisions through which instruments are inserted and guided towa...

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Anatomical surface reconstruction with sparse set of points

By R. A. / 20/07/2016 / RSIP Vision Learns / No Comments

Advance navigation techniques in orthopedic surgery allow physicians to construct 3D models of patients’ anatomical parts. Such models are especially useful for surgery planning and guidance during operation. Three-dimensional model overlay on images acquired from various modalities facilitated i...

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Lesion segmentation by random-forest classifiers

By R. A. / 19/07/2016 / RSIP Vision Learns / No Comments

Segmentation of lesions in images, such as those obtained from MRI, ultrasound, CT etc, can be viewed as classifying pixels (or voxels, in the 3-D case) of the image into one or more classes. In the general case, several classes are used, indicating the membership, or probability of each pixel to...

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Gastrointestinal lesion detection with machine learning

By R. A. / 18/07/2016 / RSIP Vision Learns / No Comments

Detection of cysts, polyps, or solid tumors is an important first step in diagnosis and clinical decision making. Cancerous gastric lesions and solid tumors now rank as the number 5 for most common cancers worldwide. Endoscopic examination is performed to disclose the lesion’s biophysical p...

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Tree Detection and Related Applications in Forestry

By R. A. / 11/07/2016 / RSIP Vision Learns / No Comments

Using aerial images taken by drone, plane or satellite, RSIP Vision can create forestry image processing and analysis software to efficiently determine: Trees detection Automatic tree detection is the initial phase in many applications. The system is marking the tree center and assign to it the g...

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Forestry Row Detection and Related Applications

By R. A. / 10/07/2016 / RSIP Vision Learns / No Comments

RSIP Vision creates forestry image processing and analysis software by using aerial images taken by drone, plane or satellite. Our algorithms enable to efficiently determine: Planted rows detection Planted row detection is performed automatically for straight and curved rows. The detected rows is...

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Bounded Objects Detection and Related Applications in Forestry

By R. A. / 10/07/2016 / RSIP Vision Learns / No Comments

Using aerial images taken by drone, plane or satellite, RSIP Vision develops software for image processing and analysis in forestry to efficiently determine: Forest border delineation Automatic detection of the forest border and its sub section borders. This capability is used to update geographi...

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Brain Lesion Detection in MRI Images

By R. A. / 05/06/2016 / RSIP Vision Learns / No Comments

Lesions in the central nervous system (CNS) are aggressive and frequently fatal. Individuals diagnosed with CNS tumors often suffer from disabilities caused by dysfunctional neurological state and deterioration in systemic activity, leading to relative short expected life-span post diagnosis. Les...

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Automatic Lesion Detection in Fundus Images

By R. A. / 29/05/2016 / RSIP Vision Learns / No Comments

Diabetic Retinopathy (DR) is an eye disease resulting from long-term diabetic condition. About 80% of long-term diabetic patients suffer from some degree of DR, which accounts for more than 10% of cases of blindness in the USA alone. Early detection of DR and monitoring its progression can spare ...

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3D Reconstruction for Bone Alignment

By R. A. / 19/05/2016 / RSIP Vision Learns / No Comments

Navigation systems in orthopedic procedures are now an integral part of the preoperative and intra-operative process. Advances in vision-based medical technologies, such as X-ray and CT, have completely transformed orthopedic surgery planning and operation procedures. Newly introduced technologie...

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Bone segmentation in orthopedic surgery

By R. A. / 11/05/2016 / RSIP Vision Learns / No Comments

Orthopedic surgeries are one of the most common surgeries in clinical practice. According to recent surveys, more than 300,000 hip replacement and 700,000 knee replacements are performed annually, with frequent treatment of other joints, e.g. shoulder and ankles. With figures on the rise, the bur...

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Detection and quantification of bone cancer

By R. A. / 05/05/2016 / RSIP Vision Learns / No Comments

Primary malignant tumor of the bone (osteosarcoma) is the most common bone tumor, representing 88% of all bone tumors with nearly 3,000 annual diagnosed cases in the United States. Despite the relative low occurrence of primary osteosarcoma (less than 1% of all tumors), secondary (metastatic) bon...

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Point and surface registration in orthopedy

By R. A. / 13/04/2016 / RSIP Vision Learns / No Comments

Orthopedic surgery is a branch of surgery concerned with treating the musculoskeletal system’s injuries and reconstruction. About half the population above the age of 50 suffer from some degree of osteoarthritis. According to the 2008 report of the American Academy of Orthopedic Surgery, the most...

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Automatic human action recognition in videos

By R. A. / 03/04/2016 / RSIP Vision Learns / No Comments

Video recommender systems are utilized to rank videos based on user preferences, viewing history and similarity to other users. Video streaming and image hosting sites often receive hundreds or thousands of new items daily, which need to be ranked and categorized before they are inserted into the...

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Automatic semantic tagging of images

By R. A. / 31/03/2016 / RSIP Vision Learns / No Comments

Image and object recommender systems have been developed along with the Internet itself. The recommender systems are constructed to assist user’s navigation through the variety of content and products (videos, images or objects sold on a website) by correlating user preferences with the item’s ch...

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Automatic video categorization of new item

By R. A. / 20/03/2016 / RSIP Vision Learns / No Comments

Personalized online video recommendations utilize a variety of methods for user information retrieval and content discovery. Recommender systems allow users to face the huge amount of information displayed on a given website (like online stores or video hosting sites) and to navigate through its ...

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Visual Search and Video Recommendation

By R. A. / 15/03/2016 / RSIP Vision Learns / No Comments

YouTube hosts more than 150 million videos, with an estimated 500 hours of videos uploaded to it every minute. Most of the videos have a duration below 10 minutes in length and are captured by amateurs under poor imaging and lightning condition, with little or no metadata. This huge quantity of v...

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Vehicle Localization with Lane Tracking

By R. A. / 07/03/2016 / RSIP Vision Learns / No Comments

Traffic accidents are a major cause of fatalities worldwide. It is estimated that more than 1 million people are killed and 50 million are injured in the world every year as a result of road crashes. These accidents bear heavy economic burden, including hospitalization expenses and loss due to pr...

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Pedestrian Detection with Machine Learning

By R. A. / 06/03/2016 / RSIP Vision Learns / No Comments

Safety control and accident prevention systems in cars have gain significant development over the past decade. Advanced Driver Assistance Systems (ADAS) are now commercially available, and quite frequently found pre-installed by car manufactures. The goal of these system is to provide vehicles wi...

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Cardiac Left Ventricle Segmentation

By R. A. / 03/03/2016 / RSIP Vision Learns / No Comments

Cardiac MRI is one of the technologies used for assessing the condition of patients which suffer or might suffer from a heart disease like cardiac masses and thrombi, pericardial abnormalities, cardiomyopathy, arrhythmia and coronary, aortic and/or different kinds of congenital cardiac diseases. ...

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