This paper presents the design and implementation of a multiplierless JPEG compressor for gray scale images. The modules of this architecture were fully pipelined and targeted to FPGA device implementation. The designed architectures are detailed in this paper and they were described in VHDL, simulated and physically mapped to Altera Flex10KE FPGAs. The JPEG compressor pipeline has a minimum latency of 238 clock cycles, given the full modular pipeline depth. The minimum compressor period is 26.6ns and the compressor is able to process 37.6 millions of pixels per second. For example, the compressor can process a 640x480 pixels still image in 8.2ms, reaching a maximum processing rate of 122.4 frames per second.