This work is developed in the context of placing task at MediaEval 2011. It consists in automatically assigning geographical coordinates to a set of videos. Our group proposed an architecture design for the multimodal geocoding. In this paper, we focused on implementing a simple content-based approach, which is part of the proposed framework. The reported results show our strategy compared to those from previous year participant using only visual content to accomplish this task.807 Almeida, J., Leite, N.J., Torres, R.S., Comparison of video sequences with histograms of motion patterns (2011) ICIPJones, C.B., Purves, R.S., Geographical information retrieval (2008) Int. J. Geogr. Inf. Sci., 22 (3), pp. 219-228Kelm, P., Schmiedeke, S., Sikora, T., Multi-modal, multi-resource methods for placing flickr videos on the map (2011) ICMR, pp. 521-528Larson, M., Soleymani, M., Serdyukov, P., Rudinac, S., Automatic tagging and geotagging in video collections and communities (2011) ICMR, pp. 511-518Larson, R.R., Geographic information retrieval and digital libraries (2009) ECDL, 5714 (2009), pp. 461-464Luo, J., Joshi, D., Yu, J., Gallagher, A., Geotagging in multimedia and computer vision - A survey (2011) Multimedia Tools Appl., 51 (1), pp. 187-211Rae, A., Murdock, V., Serdyukov, P., Kelm, P., Working notes for the placing task at MediaEval 2011 (2011) MediaEval