You can remember the meaning of 认出 with this easy mnemonic:
My dog doesn't recognize (认) the streets around our house whenever we go out (出). His memory and recognition of things are so bad.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.