Technologies

RTC Vision delivers cutting edge solutions that stem from hands-on industry experience, independent research and academic knowledge. We approach every project with a detailed analysis of all challenges, and tailor optimal solutions with smart and efficient design. Our vast experience and continuous exploration drive RTC Vision to a leadership position in Computer Vision, and AI technology.

Deep/Machine Learning

In recent years, Deep Learning has become one of the most important tools for many challenges in Computer Vision. RTC harnesses the power of AI and Deep Learning together with classical Computer Vision to solve difficult problems involving classification and detection challenges. Among the DL technologies and techniques used at RTC are Convolutional Neural Networks (CNN), Generative Adversarial Networks (GAN), Auto Encoders, cascade decisions, data augmentation, transfer learning, dimensionality reduction, and more. RTC uses standard libraries such as PyTorch, TensorFlow and Keras. Our code products can then be easily integrated into various platforms (e.g., PCs, servers, Android devices).

3D Technologies

RTC’s 3D technology focuses on the geometric understanding and modeling of 3D objects. We provide high quality 3D reconstruction for various applications such as Computed Tomography, Diamonds’ exact structure, electronic assemblies, and terrain analysis. We operate in various challenging situations including adverse acquisition conditions, limited or missing 2D projection data, and handling large amounts of data. RTC’s capabilities include multi-view geometry, panoramic and mosaic image composition, tomographic imaging, the usage of passive and active vision such as structure light and time-of-flight technologies, 3D object registration in noisy environments, bundle adjustment approaches to multiple-view calibration of RGB and depth devices, and scene reconstruction. Our unique suite of tools and software modules, coupled with RTC Vision’s customization and implementation capabilities, ensure successful delivery of tailor-made, high quality solutions.

Advanced image processing

RTC technology enables a comprehensive suite of advanced image processing solutions. Our portfolio of algorithms includes images, videos, and 3D volume imaging. We provide robust, efficient and high quality methods for image enhancement, multi-modal image registration, image fusion, and super-resolution-based image reconstruction, to name a few. RTC can handle images and videos that were taken even under the most adverse conditions. Over the years, RTC technology has proven to be highly-efficient, configurable, and reliable in numerous applications. Our unique methodology enables easy and smooth integration of our advanced toolset into a wide range of applications of diverse markets including industrial, medical, forensics, and security markets.

Medical imaging

For over a decade, RTC Vision has been providing outstanding expertise and proven results in medical imaging. This interdisciplinary field requires a high-level of algorithmic knowledge together with precise physical modeling and formulation. In many medical imaging applications, one needs to design machine vision and AI methods for image/volume reconstruction and enhancement, registration, detection, semantic segmentation, simulation, and data augmentation. RTC Vision’s experts handle these challenges with inverse problem formulation, numerical optimization, adaptive modeling and specifically designed deep learning networks. RTC Vision has vast experience in different imaging modalities such as CT and MRI, medical protocols, standards, and physical modeling of acquisition devices. As medical imaging specialists, we conduct comprehensive performance analysis and closely collaborate with physicians. RTC Vision’s smart combination of technologies, know-how, and experience enables the AI technology to optimally exploit the accumulated knowledge we already have and to provide better, accurate and safe diagnostics for the benefit of the patient.

Visual Quality Inspection

RTC is actively involved in a broad scope of applications ranging across various industries and manufactured goods, and covering 2D and 3D parts, various materials, structures, and scales. RTC Vision’s diverse experience enables our partners to benefit from a wide range of algorithmic tools for determining the defect type and its severity. These include proprietary calibration methods, advanced image-processing techniques and statistical methods, as well as deep learning neural networks. Our considerable system-wide experience has led to smart and efficient visual inspection products that are optimal in terms of the sensors used, illumination applied, and platforms they run on.

Robotics

The recent advances in automation and robotics have opened new horizons for Computer Vision and AI technologies. Robotic systems perform more and more tasks including complex medical procedures, carry out vehicle operations, assemble 3D products, operate in the construction industry. RTC has developed enabling technologies for these applications including hand-eye calibration, path planning, semantic understanding of the world and more.