Mycobacteria spatially organize their plasma membrane, and many enzymes involved in envelope biosynthesis associate with a membrane compartment termed the intracellular membrane domain (IMD). The IMD is concentrated in the polar regions of growing cells and becomes less polarized under non-growing conditions. Because mycobacteria elongate from the poles, the observed polar localization of the IMD during growth likely supports the localized envelope biosynthesis. While we have identified more than 300 IMD-associated proteins by proteomic analyses, only a handful of these have been verified by other experimental methods. Furthermore, we speculate that some IMD-associated proteins may have escaped proteomic identification and remain to be identified. Here, we visually screened an arrayed library of 523 Mycobacterium smegmatis strains each expressing a Dendra2-FLAG-tagged recombinant protein. We identified 29 fusion proteins that showed fluorescence patterns similar to those of IMD proteins and, consistent with this co-localization, we had previously identified 20 of these using a proteomics approach. Of the nine remaining IMD candidate proteins, three were confirmed to be associated with the IMD while some others appear to be lipid droplet-associated. Taken together, our newly devised strategy is effective in verifying the IMD association of proteins found by proteomic analyses, while facilitating the discovery of additional IMD-associated proteins.