qt-recordMyDesktop: command not found

Have You tried accessing the binary with the full path?

Maybe Your $PATH variable doesn't contain the default paths? echo $PATH should give something like:

[root@server ~]# echo $PATH
/usr/local/sbin:/usr/local/bin:/sbin:/bin:/usr/sbin:/usr/bin:/root/bin

If it's empty, You may set the PATH variable with this command

export PATH="/usr/local/sbin:/usr/local/bin:/sbin:/bin:/usr/sbin:/usr/bin:/root/bin"

On CentOS possible default full paths are:

/usr/bin/qt-recordMyDesktop - from package: qt-recordmydesktop

You may install the required package with command yum install {package}
Error in other languages:
qt-recordMyDesktop: bevel nie gevind nie
qt-recordMyDesktop: comandă negăsită
qt-recordMyDesktop: comando não encontrado
qt-recordMyDesktop: commande introuvable
qt-recordMyDesktop: command not found
qt-recordMyDesktop: käsku ei ole
qt-recordMyDesktop: không tìm thấy lệnh
qt-recordMyDesktop: komanda nerasta
qt-recordMyDesktop: Kommando nicht gefunden.
qt-recordMyDesktop: kommandot finns inte
qt-recordMyDesktop: komut yok
qt-recordMyDesktop: nie znaleziono polecenia
qt-recordMyDesktop: níor aimsíodh an t-ordú
qt-recordMyDesktop: no se encontró la orden
qt-recordMyDesktop: no s'ha trobat l'ordre
qt-recordMyDesktop: opdracht niet gevonden
qt-recordMyDesktop: parancs nem található
qt-recordMyDesktop: perintah tidak ditemukan
qt-recordMyDesktop: príkaz nenájdený
qt-recordMyDesktop: příkaz nenalezen
qt-recordMyDesktop: команда не найдена
qt-recordMyDesktop: командата не е открита
qt-recordMyDesktop: 命令找不到
qt-recordMyDesktop: コマンドが見つかりません