Atlantic walrus (Odobenus rosmarus rosmarus) occur in Canada in a number of largely discrete stocks (Born et al. 1995, DFO 2002, COSEWIC 2006, Stewart 2008. In the Canadian Arctic Archipelago there are three recognized stocks (NAMMCO 2006, 2011, Stewart 2008: the Baffin Bay stock, the West Jones Sound stock and the Penny Strait-Lancaster Sound stock. Within the range of each stock, walrus are widely distributed in the open-water season when they are found at sea and on ice or land in numbers from 1 to over 1,000. This widely spread but clumped pattern is a challenge to quantitative survey design. However, censusing haulouts is a well-established technique (Buckland and York 2009) for estimating the population size of pinnipeds (e.g. harbour seals, Phoca vitulina: Olesiuk et al. 1990, Thompson et al. 1997, Jacobs and Terhune 2000, Boveng et al. 2003, Reder et al. 2003, Gilbert et al. 2005, Cronin et al. 2007 1977 (290). Regression analysis of MCP and density (number of walrus divided by number of haulouts surveyed) showed no significant trends over time. We also calculated bounded count estimates for comparison. Finally, we used broad-scale behavioural data to estimate the proportion of the total stock that could be considered countable, to produce two adjusted estimates. We selected recent surveys with good coverage and ignored adjusted estimates that were lower than MCP. For the PS-LS stock, the adjusted MCP (with 95% CL) was 672 (575-768) and 727 (623-831) walrus in 2007 and 2009, respectively. For WJS, the best estimates were the adjusted MCP of 503 (473-534) in 2008 and the adjusted bounded count of 470 (297-1,732) in 2009. While both stocks appear to have remained stable over three decades, differences in survey coverage and possible differences in walrus distribution make precise population estimation difficult.