Hairs on the leaf are an important agronomic characteristic for rice growth and farming. The segregation ratio of pubescence in the F2 population showed that the pubescence on the leaf is controlled by a single dominant gene. Fine mapping for the gene was carried out by producing an Indel (insertion-deletion) primer based on BSA-Seq data. Results of the analysis revealed within the candidate site the presence of HL6, a published pubescence gene. By haplotype analysis of HL6 in the core-collection data, SNPs were found in HL6’s exons between the plants. These sequence variations can be useful for marker-assisted selection.