Adaptation of the VLAD framework to online writer identification. Addressal of a potential drawback with the VLAD framework. Proposal of a novel descriptor that alleviates the drawback of the VLAD. A feature normalization method that enhances the writer identification performance. Proposal tested on IAM and IBM UB 1 Online Handwriting Databases.