Researchers are developing vision-based tactile sensors using various approaches, including physically based rendering and physics-based simulation. These sensors are being designed for potential use in applications such as industrial robotics and robotic hands, with some incorporating microstructures, convolutional neural networks, or other technologies. The development of these sensors is being explored through different methods and materials, with some studies focusing on specific aspects like simulation, compression, or manufacturing.