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 an increasingly important tool for solving many challenges in Computer Vision. RTC offers effective solutions to complex classification and detection challenges by combining AI and Deep Learning with classical Computer Vision. DL technologies and techniques used at RTC include convolutional neural networks (CNN), generative adversarial networks (GAN), transformers, autoencoders, cascade decisions, data augmentation, transfer learning, and dimensionality reduction. RTC uses standard libraries such as PyTorch, TensorFlow, and Keras. This enables our code products to be easily integrated into various platforms, such as PCs, servers, and Android devices.
3D Technologies
RTC's 3D technology focuses on the geometric processing and modeling of 3D objects. We provide high-quality 3D reconstruction for various applications such as computed tomography, diamond structure evaluation, 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, 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 tools and software modules, coupled with RTC Vision's customization and implementation capabilities, deliver reliable, tailor-made, high-quality solutions.
Advanced image processing
RTC technology offers a comprehensive suite of advanced image-processing solutions for images, videos, and 3D volume imaging. Our models can handle images and videos taken under the most adverse conditions. We provide robust methods for image enhancement, multi-modal image registration, image fusion, and super-resolution-based image reconstruction, to name a few. 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 various applications in diverse markets, including industrial, medical, forensics, and security markets.
Medical imaging
Over the last decade, RTC Vision has been applying its outstanding expertise in computer vision and image processing to innovative technological solutions in medical imaging. In this complex interdisciplinary field, a high level of algorithmic knowledge is needed in combination with precise physical modeling and formulation capabilities. Machine vision and AI algorithms are essential components of many medical imaging applications, such as image/volume reconstruction and enhancement, registration, detection, semantic segmentation, simulation, and data augmentation. Our experts tackle these multiple challenges by inverse problem formulation, numerical optimization, adaptive modeling, and deep learning networks specifically designed for medical imaging purposes.
RTC Vision has accumulated vast experience in different imaging modalities, medical protocols, standards, and physical modeling of acquisition devices.
Visual Quality Inspection
RTC is actively involved in developing product quality control applications across a wide range of industries and manufactured goods, from 2D and 3D structural analyses of parts at assembly lines to an in-depth evaluation of raw materials (e.g., diamonds). RTC Vision's partners and clients benefit from our diverse technical portfolio and vast experience in designing deep-learning neural networks and adaptable algorithmic tools for advanced image-processing techniques, precise calibration methods, and statistical models to identify and classify defects by type, scope, scale, and severity. We place great emphasis on sensor and platform optimization in our visual inspection designs to ensure our products' affordability, precision, and efficiency.
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, vehicular operations, 3D product assembly, and large-scale construction. RTC Vision has an outstanding proven record of designing and developing reliable products for various applications, including hand-eye calibration, semantic understanding, and path-planning technologies; our algorithm-based products are intended to compensate for or overcome different extraneous obstructions and environmental factors.