Sounds like the power button switch has given up on you. With a lot of care and time, you can fix this yourself for a few dollars if you buy the part and tools on eBay, or you can just take it to a repair shop.
If you have little experience with the modification of Android devices then it's unlikely that you will be able too, but if you have a micro SD card in then you can pull it and plausibly save your pictures