I am developing a similar program like Photos in the iPhone using ALAssetLibrary. I am trying to load the images in a scrollview. Everything works fine when the album has small
You should use scroll view delegation to determine which images would be showing on the screen at the current time, and only have those loaded in memory.
Also, if you are displaying a much smaller than the actual image size, you should resize the image and use the smaller image.