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In this process, the segmentation task becomes a task of recognition of the given parts and the structuring task remains as it is.
The task of recognition (face or periocular) generally includes the following sequence of steps: preprocessing (image alignment, noise removal, illumination correction, etc)., feature extraction, and matching.
The method can also be applied to the task of recognition, and used to predict the type of trajectory without the user's pre-defined identity.
The novelty of this work is a multilayer graphical model which unifies the low-level vision task of restoration and the high-level vision task of recognition in a cooperative framework.
Gupta and Huang proposed a unique approach to image restoration that leverages a multilayer "patch-based" graphical model which unifies the low-level vision task of restoration and the high-level vision task of recognition in a cooperative framework.
The combined system solves the task of recognition of handwritten digits of the MNIST test set provided that the digits have been arranged in the numeral strings memorized in the system.
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To answer this question, we present a systematic exploration of the effect of task on recognition accuracy using three different recognizers.
It is unclear if the discrepancies between these findings and our own arise as a result of cultural differences or some other factor such as the use of different tasks of recognition and literacy.
In particular, we propose a modification of a framework originally designed for the task of action recognition and apply it to gait recognition.
Even though the task of emotion recognition has much fewer classes than the task of facial recognition, it turns out that the former task is more prone to over-fitting (Fig. 5).
Entity Recognition and Linking Given a piece of text and a knowledge base, the task of entity recognition aims to recognize the boundary of entity mentions in the text, and the task of entity linking is to map the entity mentions to the corresponding entities in the knowledge base.
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