A Study of Obinutuzumab (RO5072759) Plus Chemotherapy in Comparison With Rituximab Plus Chemotherapy Followed by Obinutuzumab or Rituximab Maintenance in Patients With Untreated Advanced Indolent Non-Hodgkin’s Lymphoma (GALLIUM)

Inclusion Criteria:

Cluster of differentiation 20 (CD20)-positive indolent B-cell non-Hodgkin's lymphoma (follicular lymphoma or splenic, nodal or extranodal marginal zone lymphoma)
Stage III or IV disease, or Stage II bulky disease (defined as tumor diameter greater than or equal to [>/=] 7 centimeters [cm])
For participants with follicular lymphoma: requirement for treatment according to Groupe d'Etude des Lymphomes Folliculaires (GELF) criteria
For participants with symptomatic splenic, nodal, or non-gastric extranodal marginal zone lymphoma: disease that is de novo or has relapsed following local therapy (i.e. surgery or radiotherapy) and requires therapy as assessed by the investigator
At least one bi-dimensionally measurable lesion (greater than [>] 2 cm in its largest dimension by computed tomography [CT] scan or magnetic resonance imaging [MRI])
Eastern Cooperative Oncology Group (ECOG) performance status of 0, 1 or 2
Adequate hematologic function

Exclusion Criteria:

Central nervous system lymphoma, leptomeningeal lymphoma, or histological evidence of transformation to a high-grade or diffuse large B-cell lymphoma
Grade 3b follicular lymphoma, small lymphocytic lymphoma or Waldenström's macroglobulinaemia
Ann Arbor Stage I disease
History of severe allergic or anaphylactic reactions to monoclonal antibody therapy
Known hypersensitivity to any of the study drugs or sensitivity to murine products, or history of sensitivity to mannitol
For participants with follicular lymphoma: prior treatment for non-Hodgkin's lymphoma with chemotherapy, immunotherapy, or radiotherapy
For participants with non-follicular lymphoma: prior treatment with chemotherapy or immunotherapy
Regular treatment with corticosteroids during the 4 weeks prior to the start of Cycle 1
Evidence of significant, uncontrolled concomitant diseases that could affect compliance with the protocol or interpretation of results
For participants who will be receiving cyclophosphamide, doxorubicin, vincristine, and prednisone (CHOP): left ventricular ejection fraction (LVEF) less than (<) 50% by multiple-gated acquisition (MUGA) scan or echocardiogram
History of prior other malignancy with the exception of curatively treated basal or squamous cell carcinoma of the skin or carcinoma in situ of the cervix at any time prior to study
Known active infection, or major episode of infection within 4 week prior to the start of Cycle 1
Vaccination with a live vaccine within 28 days prior to randomization
Recent major surgery (within 4 weeks prior to start of Cycle 1), other than for diagnosis
Abnormal laboratory values as defined by protocol for creatinine, creatinine clearance, aspartate transaminase (AST) or alanine transaminase (ALT), total bilirubin, international normalized ration (INR), partial thromboplastin time (PTT) or activated partial thromboplastin time (aPPT), unless these abnormalities are due to underlying lymphoma
Positive test results for human immunodeficiency virus (HIV), human T-lymphotropic virus 1 (HTLV1), hepatitis C or chronic hepatitis B
Pregnant or lactating women
Life expectancy <12 months
Participation in another clinical trial with drug intervention within 28 days prior to start of Cycle 1 and during study