Since Pterocarpus santalinus and Dalbergia louvelii, which are of precious Rosewood, are very similar in their appearance and anatomy characteristics, cheaper Hongmu D. louvelii is often illegally used to impersonate valuable P. santalinus, especially in Chinese furniture manufacture. In order to develop a rapid and effective method for easy confused wood furniture differentiation, we applied tri-step identification method, i.e., conventional infrared spectroscopy (FT-IR), second derivative infrared (SD-IR) spectroscopy and two-dimensional correlation infrared (2DCOS-IR) spectroscopy to investigate P. santalinus and D. louvelii furniture. According to FT-IR and SD-IR spectra, it has been found two unconditional stable difference at 848cm−1 and 700cm−1 and relative stable differences at 1735cm−1, 1623cm−1, 1614cm−1, 1602cm−1, 1509cm−1, 1456cm−1, 1200cm−1, 1158cm−1, 1055cm−1, 1034cm−1 and 895cm−1 between D. louvelii and P. santalinus IR spectra. The stable discrepancy indicates that the category of extractives is different between the two species. Besides, the relative stable differences imply that the content of holocellulose in P. santalinus is more than that of D. louvelii, whereas the quantity of extractives in D. louvelii is higher. Furthermore, evident differences have been observed in their 2DCOS-IR spectra of 1550–1415cm−1 and 1325–1030cm−1. P. santalinus has two strong auto-peaks at 1459cm−1 and 1467cm−1, three mid-strong auto-peaks at 1518cm−1, 1089cm−1 and 1100cm−1 and five weak auto-peaks at 1432cm−1, 1437cm−1, 1046cm−1, 1056cm−1 and 1307cm−1 while D. louvelii has four strong auto-peaks at 1465cm−1, 1523cm−1, 1084cm−1 and 1100cm−1, four mid-strong auto-peaks at 1430cm−1, 1499cm−1, 1505cm−1 and 1056cm−1 and two auto-peaks at 1540cm−1 and 1284cm−1. This study has proved that FT-IR integrated with 2DCOS-IR could be applicable for precious wood furniture authentication in a direct, rapid and holistic manner.