The use of map-based browser services is of great relevance in numerous digital libraries. The implementation of such services, however, demands the use of geocoded data collections. This paper investigates the use of image content local representations in geocoding tasks. Performed experiments demonstrate that some of the evaluated descriptors yield effective results in the task of geocoding VT building photos. This study is the first step to geocode multimedia material. Copyright © 2013 by the Association for Computing Machinery, Inc. (ACM). 363366Special Interest Group on Information Retrieval (ACM SIGIR),ACM SIGWEBBay, H., Tuytelaars, T., Van Gool, L., Surf: Speeded up robust features (2006) ECCV, pp. 404-417Boureau, Y.-L., Bach, F., LeCun, Y., Ponce, J., Learning mid-level features for recognition (2010) CVPR, pp. 2559-2566Fox, E.A., Andrews, C., Fan, W., Jiao, J., Kassahun, A., Lu, S.C., Ma, Y., Scarpa, A., A digital library for recovery, research, and learning from april 16, 2007, at virginia tech (2008) Traumatology, 14 (1)Freeston, M., The alexandria digital library and the alexandria digital earth prototype (2004) JCDL, p. 410Friendly, M., Corrgrams: Exploratory displays for correlation matrices (2002) The American Statistician, 56 (4), pp. 316-324Hays, J., Efros, A.A., IM2GPS: Estimating geographic information from a single image (2008) CVPRLi, L.T., Almeida, J., Pedronette, D.C.G., Penatti, O.A.B., Da Silva Torres, R., A multimodal approach for video geocoding (2012) Working Notes Proc. MediaEval Workshop, , CEUR-WS.orgLi, L.T., Pedronette, D.C.G., Almeida, J., Penatti, O.A.B., Calumby, R.T., Da Silva Torres, R., Multimedia multimodal geocoding (2012) ACM SIGSPATIAL GIS, pp. 474-477Luo, J., Joshi, D., Yu, J., Gallagher, A., Geotagging in multimedia and computer vision - A survey (2011) MTA, 51, pp. 187-211Penatti, O.A.B., Li, L.T., Almeida, J., Da Silva Torres, R., A visual approach for video geocoding using bag-of-scenes (2012) ACM ICMRPenatti, O.A.B., Valle, E., Da Silva Torres, R., Encoding spatial arrangement of visual words (2011) CIARP, 7042, pp. 240-247Philbin, J., Chum, O., Isard, M., Sivic, J., Zisserman, A., Object retrieval with large vocabularies and fast spatial matching (2007) CVPR, pp. 1-8Rae, A., Kelm, P., Working notes for the placing task at media eval 2012 (2012) Media EvalSivic, J., Zisserman, A., Video google: A text retrieval approach to object matching in videos (2003) ICCV, 2, pp. 1470-1477Van De Sande, K.E.A., Gevers, T., Snoek, C.G.M., Evaluating color descriptors for object and scene recognition (2010) TPAMI, 32 (9), pp. 1582-1596Van Gemert, J.C., Veenman, C.J., Smeulders, A.W.M., Geusebroek, J.-M., Visual word ambiguity (2010) TPAMI, 32 (7), pp. 1271-1283Viitaniemi, V., Laaksonen, J., Experiments on selection of codebooks for local image feature histograms (2008) VISUAL, pp. 126-137