Editorial: Synthetic data for computer vision in agriculture
نویسندگان
چکیده
GANs for improving the realsim of projected 2D images Barth et al. (2018b,a) when used as initial 9 training set sweet pepper detection models, led to an improvement in overall performance 10 across different datasets Afonso (2019). This suggests that on synthetic data can make models 11 learn some latent characteristics, which then be refined by respective empirical data.The aim this research topic is showcase recent applications use 13 agricultural computer vision problems. Here, we highlight topics from following
منابع مشابه
Editorial : Neural - Fuzzy Applications in Computer Vision
Neural networks and fuzzy logic are two bio-mimetic techniques that are used to provide approximations to real-world problems. While for some people this biological plausibility provides some justification for their use, for others the important point is that, regardless of their origins, both approaches are known to be robust alternatives to conventional deterministic and programmed models. Ho...
متن کاملGuest Editorial: Machine Learning in Computer Vision
This paper has not been published elsewhere and it has not been submitted simultaneously elsewhere. 2 ABSTRACT In this editorial we briefly discuss interaction between two important areas of artificial intelligence: Computer Vision (CV) and Machine Learning (ML). Although the two fields have a long-standing tradition and can be considered technologically mature, past research in applying ML tec...
متن کاملSynthetic Movies for Computer Vision Applications
This paper presents a real time graphical simulator based on a client-server architecture. The rendering engine, supported by a specialized client application for the automatic generation of goal oriented motion of synthetic characters, is used to produce realistic image sequences for extensive performance assessment of computer vision algorithms for people tracking.
متن کاملComputer assisted instruction during quarantine and computer vision syndrome
Computer vision syndrome (CVS) is a set of visual, ocular, and musculoskeletal symptoms that result from long-term computer use. These symptoms include eyestrain, dry eyes, burning, pain, redness, blurred vision, etc, which increase with the duration of computer use. Currently, with the closure of schools and universities due to the continued COVID19 pandemic many universities have taken the pr...
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: Frontiers in Plant Science
سال: 2023
ISSN: ['1664-462X']
DOI: https://doi.org/10.3389/fpls.2023.1277073