Place chilies and tomatoes in medium metal bowl. Add enough boiling water to cover; let soften 20 minutes.
Drain chilies and tomatoes, reserving 3/4 cup soaking liquid.
Transfer chilies, tomatoes and reserved liquid to blender.
Add remaining ingredients; blend until smooth. Season with salt and pepper.
(Can be made 2 days ahead. cover; chill)