Methods and related systems are presented that relate to establishing communications among individuals connected through social networking services. To obtain the contact information of an encountered connection, a person may take a photo of the connection and provide information indicating how he/she knows the connection. Using the provided information, a subset of the person's connections in the social networking services that he/she belongs to is selected. The photos included in the profiles of the connections in the selected subset are searched and a profile that includes an image with features matching the features of the obtained image is selected. Once a match is found, personal information of the connection is obtained from his/her profile and transmitted to the person. The individuals can establish connection using the obtained personal information.