River oaks houston map. Over the past couple of years the river oaks district has rapidly become one of the citys hottest dining neighborhoods. Many of the spots here are see and be seen kind of restaurants but theres plenty of solid fare to be found within the confines of this historically upscale hood. River oaks is an affluent and exclusive subdivision right in the heart of houston tx. River oaks is a residential community located in the center of houston texas united states.