Face Image Quality Assessment: A Literature Survey
نویسندگان
چکیده
The performance of face analysis and recognition systems depends on the quality acquired data, which is influenced by numerous factors. Automatically assessing data in terms biometric utility can thus be useful to detect low-quality make decisions accordingly. This survey provides an overview image assessment literature, predominantly focuses visible wavelength input. A trend towards deep learning based methods observed, including notable conceptual differences among recent approaches, such as integration into models. Besides selection, also used a variety other application scenarios, are discussed herein. Open issues challenges pointed out, i.a. highlighting importance comparability for algorithm evaluations, challenge future work create approaches that interpretable addition providing accurate predictions.
منابع مشابه
Objective Image/Video Quality Measurement A Literature Survey
With the advent of various video compression standards and a proliferation of digital video coding products that are just beginning to appear in the marketplace, it has become increasingly important to devise image/video quality assessment algorithms that will standardize the assessment of compressed digital image/video quality. The subjective assessment of Mean Opinion Score (MOS) is very tedi...
متن کاملAesthetic Quality Assessment of Photographic Images: A Literature Survey
Aesthetics is a branch of philosophy which deals with the study of emotions in relation to the sense of beauty. Nowadays, there is a tremendous increase in the use of digital images as a means for representing and communicating information. With the considerable increase of consumer photos, evaluating the quality of photos has become a difficult task. People are more interested in photos that a...
متن کاملSubjective and Objective Quality Assessment of Image: A Survey
With the increasing demand for image-based applications, the efficient and reliable evaluation of image quality has increased in importance. Measuring the image quality is of fundamental importance for numerous image processing applications, where the goal of image quality assessment (IQA) methods is to automatically evaluate the quality of images in agreement with human quality judgments. Nume...
متن کاملA Survey on Image Quality Assessment Techniques, Challenges and Databases
Growth in digital image processing technologies have completely change our way of life. In our day-to-day life, we are using a number of image processing applications knowingly or unknowingly. Many times image gets distorted somehow during the acquisition, processing, transmission, storing or sharing. So the evaluation of image quality is essential component for many image processing applicatio...
متن کاملذخیره 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: ACM Computing Surveys
سال: 2022
ISSN: ['0360-0300', '1557-7341']
DOI: https://doi.org/10.1145/3507901