Justice Pearson may refer to:
Bird M. Pearson (1803–1859), associate justice of the Florida Supreme Court Colin Pearson, Baron Pearson (1899–1980), Lord of Appeal in Ordinary Richmond Mumford Pearson (1805–1878), chief justice of the North Carolina Supreme Court Vernon Robert Pearson (1923–2013), associate justice of the Washington Supreme Court