Cross domain meta-network for sketch face recognition

نویسندگان

چکیده

Because of the large modal difference between sketch image and optical image, problem that traditional deep learning methods are easy to overfit in case a small amount training data, Cross Domain Meta-Network for face recognition method is proposed. This first designs meta-learning strategy solve sample problem, then proposes entropy average loss cross domain adaptive reduce domain. The experimental results on UoM-SGFS PRIP-VSGC data sets show this other methods.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Cross-Domain Diagram Sketch Recognition

Diagrams are often used to model complex systems: in many cases several different types of diagrams are used to model different aspects of the system. These diagrams, perhaps from multiple stakeholders of different specialties, must be combined to achieve a full abstract representation of the system. Many CAD tools offer multi-diagram integration, however sketchbased diagramming tools are yet t...

متن کامل

Face Sketch-Photo Recognition

Automatic systems for matching facial sketch images from the police mug shot database are very important for law enforcement agencies. These systems can help to locate or narrow down potential suspects. In this work, we deal the problem of face recognition through forensic sketches with focus on the Eigentransformation method and Local feature-based discriminant analysis (LFDA). The Eigentrasfo...

متن کامل

Recursive Cross-Domain Face/Sketch Generation from Limited Facial Parts

Recent face composite and synthesis related works have shown promising results in generating realistic face images from deep convolutional networks. However, these works either do not generate consistent results when the constituent patches contain large domain variations (i.e., from face and sketch domains) or cannot generate high-resolution images with limited facial patches (e.g., the inpain...

متن کامل

Face Sketch Synthesis and Recognition

In this paper, we propose a novel face photo retrieval system using sketch drawings. By transforming a photo image into a sketch, we reduce the difference between photo and sketch significantly, thus allow effective matching between the two. To improve the synthesis performance, we separate shape and texture information in a face photo, and conduct transformation on them respectively. Finally a...

متن کامل

A Framework for Multi-Domain Sketch Recognition

People use sketches to express and record their ideas in many domains, including mechanical engineering, software design, and information architecture. Unfortunately, most computer programs cannot interpret free-hand sketches; designers transfer their sketches into computer design tools through menu-based interfaces. The few existing sketch recognition systems either tightly constrain the user’...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: MATEC web of conferences

سال: 2021

ISSN: ['2261-236X', '2274-7214']

DOI: https://doi.org/10.1051/matecconf/202133606007