"Put Your Hands Up (If You Feel Love)" is a song recorded by Australian singer Kylie Minogue for her eleventh studio album, Aphrodite (2010). The song was released as the fourth and final single from the album on 29 May 2011. Its release was heralded by the Pete Hammond remix, published on YouTube months before as promotion for the album and Minogue's Aphrodite World Tour. Initially scheduled to be part of the tour edition of her Aphrodite album, the single was first released in Japan on 29 May 2011 as a digital bundle including a new track called "Silence".

On 3 June 2011, the same bundle and a second remixes-only bundle were released in Europe. The same digital bundles were released in Australia, as well as an exclusive limited-edition CD single which includes two versions of album track "Cupid Boy". The tracks on the CD were also released digitally, making a total of three different digital bundles released in Minogue's native country, all on 3 June 2011. The artwork used for most bundles features a picture of Minogue posing with one of the Dolce & Gabbana costumes designed specifically for her tour. The CD artwork was completely different, using a picture from the album artwork photo sessions.

"Put Your Hands Up" was written by Finlay Dow-Smith and sisters Miriam and Olivia Nervo. It was co-produced by Dow-Smith (under his stage name Starsmith) and Stuart Price. When asked about the creation of the song, Starsmith said he penned the track with the Nervo sisters in a night. The sisters later stated that they "didn't really have anyone in mind" when they wrote the song, but as they continued, the track "[matured] into a Kylie-esque song". After writing was finished, Starsmith and the Nervo twins offered the track to Parlophone Records for inclusion on Minogue's Aphrodite album. Parlophone approved; "Put You Hands Up" was picked for the album. Subsequently, they were invited to a studio session with Minogue and Price in late February 2010. Starsmith described the process:

"... [It] was amazing. Kylie was there, and ready to cut the vocals, and her and Stuart were working pretty solidly at the time. Stuart had the executive producer role on the album, and he was more over there to oversee what I was doing. So, after Kylie cut her vocals, we spent two days in the studio together, cutting up some parts and making sure he was happy... [There was] a huge amount of pressure when I went in. It was so nerve-wracking. I wasn't just going in with Kylie; I was going in with my hero as well, production wise. The Nervo Sisters were sticking to Kylie, and I was sticking to Stuart. It was amazing when we combined. It was such a long day, but we got so much done. It was a very memorable session."

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