Combine first 7 ingredients in a large bowl; let stand 30 minutes.
Cook shrimp and scallops in boiling water 45 seconds. Drain and plunge shrimp and scallops into ice water; drain. Add shrimp and scallops to tomato mixture. Stir in tomato juice. Cover and chill 2 hours.