Chronic Obstructive Pulmonary Disease (COPD) is a common and debilitating lung condition. Pulmonary rehabilitation is effective in treating COPD. Rehabilitation, combining physical exercise with education, is usually undertaken in hospital or clinic-based groups led by a clinician. The support of the group is important. However, distance of travel, and mobility and transport problems can mean that patients are unable to participate. This paper describes a feasibility study to deliver a program to a group of patients in their own homes, improving accessibility. A novel videoconferencing system was installed in four patient’s homes, connected to their TV and the Internet. A physiotherapist delivered a pulmonary rehabilitation program, involving twice-weekly exercise sessions for eight weeks. All were visible and audible to maintain the group-based approach of the conventional program. The technology performed well, satisfaction was high, and clinical improvements occurred in all patients, comparable to a conventional program. Larger studies are warranted.