A Review on Content Based Image Retrieval and Search Based Face Annotation on Weakly Labeled Images
نویسنده
چکیده
The face annotation has many real world applications. The challenging part of search based face annotation task is management of most familiar facial images and their weak labels. To tackle this problem, different techniques are adopted. The efficiency and performance of annotating systems are improved tremendously by using these methods. Here this paper proposes a review on different techniques used for this purpose and check the pros and cons of each technique. Keywords— Face Annotation , Facial Recognition, Face Detection
منابع مشابه
Scalable Image Annotation by Summarizing Training Samples into Labeled Prototypes
By increasing the number of images, it is essential to provide fast search methods and intelligent filtering of images. To handle images in large datasets, some relevant tags are assigned to each image to for describing its content. Automatic Image Annotation (AIA) aims to automatically assign a group of keywords to an image based on visual content of the image. AIA frameworks have two main sta...
متن کاملA Survey on Search Based Face Annotation Using Weakly Labelled Facial Images
Face recognition/detection presents a challenging problem in the field of image analysis and computer vision, and it is becoming more popular day by day because of its applications in various domain areas. Face annotation is one of the ways for recognizing face images. Auto face annotation is playing important role in many real-world applications. Face annotation task is part of face detection ...
متن کاملSurvey on Unsupervised Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation
Auto face annotation is playing an important role in many real-world knowledge management systems and multimedia information. Auto face annotation is important and beneficial to many real world application. Face annotation related face detection and recognition recently research interests in mining weakly-labeled images on the interest to resolve research challenge in computer vision and image ...
متن کاملFuzzy Neighbor Voting for Automatic Image Annotation
With quick development of digital images and the availability of imaging tools, massive amounts of images are created. Therefore, efficient management and suitable retrieval, especially by computers, is one of themost challenging fields in image processing. Automatic image annotation (AIA) or refers to attaching words, keywords or comments to an image or to a selected part of it. In this paper,...
متن کاملSearch Based Face Annotation Using PCA and Unsupervised Label Refinement Algorithms
Face recognition/detection presents a challenging problem in the field of image analysis and computer applications, and it is becoming more popular day by day because of its applications in various fields. Face annotation provide ways for recognizing facial images. Face annotation process is part of face detection, face recognition. Now a day’s research interest is in mining weakly-labeled faci...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014