A novel readout system based on time signals processing and digitization for 2-D gaseous radiation detectors is presented. It is comprised of fast amplifiers, constant fraction discriminators, a dedicated 486 PC/AT-born time-to-digital converter and data acquisition boards and software. Its software package runs under Windows 3.1. The system allows for fast real-time data acquisition as well as for on-line and off-line data processing and image analysis. At event rates reaching 3 kHz this readout system provides an efficient and convenient tool for laboratory tests. It can operate at higher rates, exceeding 0.5 MHz under DOS. The entire system is stand-alone and does not require any additional electronics. It can operate under both external and self-triggering modes. The novel system is versatile and may be applied for the readout of a large variety of gaseous imaging detectors. Images acquired by X-ray and β imaging avalanche gas detectors equipped with this electronic system and using the software package are presented.