Searching for Computer Vision North Stars
نویسندگان
چکیده
Abstract Computer vision is one of the most fundamental areas artificial intelligence research. It has contributed to tremendous progress in recent deep learning revolution AI. In this essay, we provide a perspective evolution object recognition computer vision, flagship research topic that led breakthrough data set ImageNet and its ensuing algorithm developments. We argue much rooted pursuit “north stars,” wherein researchers focus on critical problems scientific discipline can galvanize major efforts groundbreaking progress. Following success recognition, observe number exciting growing list north star tackle. This essay recounts brief history ImageNet, related work, follow-up The goal inspire more work advance field, AI at large.
منابع مشابه
Closing the loop in cortically-coupled computer vision: a brain-computer interface for searching image databases.
We describe a closed-loop brain-computer interface that re-ranks an image database by iterating between user generated 'interest' scores and computer vision generated visual similarity measures. The interest scores are based on decoding the electroencephalographic (EEG) correlates of target detection, attentional shifts and self-monitoring processes, which result from the user paying attention ...
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 کاملHuman Computer Interaction Using Vision-Based Hand Gesture Recognition
With the rapid emergence of 3D applications and virtual environments in computer systems; the need for a new type of interaction device arises. This is because the traditional devices such as mouse, keyboard, and joystick become inefficient and cumbersome within these virtual environments. In other words, evolution of user interfaces shapes the change in the Human-Computer Interaction (HCI). In...
متن کاملComputer vision for computer games
The appeal of computer games may be enhanced by vision-based user inputs. The high speed and low cost requirements for near-term, mass-market game applications make system design challenging. The response time of the vision interface should be less than a video frame time and the interface should cost less than 50 Dollars U.S. We meet these constraints with algorithms tailored to particular har...
متن کاملSearching for Rising Stars in Bibliography Networks
Identifying the rising stars is an important but difficult human resource exercise in all organizations. Rising stars are those who currently have relatively low profiles but may eventually emerge as prominent contributors to the organizations. In this paper, we propose a novel PubRank algorithm to identify rising stars in research communities by mining the social networks of researchers in ter...
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: Daedalus
سال: 2022
ISSN: ['1548-6192', '0011-5266']
DOI: https://doi.org/10.1162/daed_a_01902