One of my favourite places for sniffing around is the TASCHEN shop in Duke of York Square (Chelsea). I usually visit the Saatchi Gallery and then have a look around this shop.
There are very interesting books all the time; travel, design, architecture. Photography ones are some of the best.
So this time I wanted to recommend not only the shop but this book in particular, written by Philip Jodidio.