The main professional society for research in computer vision is the IEEE Computer Society, under the Pattern Analysis and Machine Intelligence Technical Committee. Web pages for IEEE PAMI and other vision-related societies include:
US funding sources
I'd love to include some references to major funding agencies outside the US. Perhaps some of my colleagues would like to send me pointers?