Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “vision transformers”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 37 records · Page 2Linked to original sources
PubMed1991

Sensitivity transformation for vertebrate vision.

The visual response to a flash given in the dark is known to saturate according to the Michaelis-Menten relationship. Nevertheless, the incremental response from increasing levels of mean luminance tends to follow a Weber-Fechner relationship well into the saturation range determined from the Michaelis-Menten results. This sensitivity transformation from Michaelis-Menten to Weber-Fechner is an important characteristic of light adaptation in the vertebrate retina. Recent studies concerning the role of calcium in photoreceptor adaptation have shown that the relaxation from peak to plateau in the response of isolated photoreceptors was absent under conditions in which adaptation was blocked. Comparing the pronounced relaxation from peak to plateau in turtle horizontal cells with the absence of such relaxation in the catfish response, we noted also that turtle incremental sensitivity shows a Weber-Fechner relationship while catfish incremental sensitivity more closely follows the local slope of the Michaelis-Menten relation. Based on these observations, we have obtained an expression to relate the relaxation from peak to plateau with the sensitivity transformation. We assume that adaptation shifts the half-maximum point of the Michaelis-Menten curve so that the light response relaxes to a plateau value equal to a specified fraction phi of the peak response. We show that this manipulation alone results in a transformation from Michaelis-Menten kinetics to Weber-Fechner sensitivity.

Adaptation, Ocular↗
PubMed2000

Vision 2000: the transformation of professional practice.

This century has seen miraculous advances in health care. Despite all our progress, however, there are some serious flaws in today's health care systems that demand our attention. This article describes the approach our integrated delivery system has taken to meet this challenge through implementation of the Transformational Model for Professional Practice, and the outcomes we have achieved.

Delivery of Health Care, Integrated↗
PubMed2004

Machine vision inspection of rice seed based on Hough transform.

A machine vision system was developed to inspect the quality of rice seeds. Five varieties of Jinyou402, Shanyou10, Zhongyou207, Jiayou and IIyou were evaluated. The images of both sides of rice seed with black background and white background were acquired with the image processing system for identifying external features of rice seeds. Five image sets consisting of 600 original images each were obtained. Then a digital image processing algorithm based on Hough transform was developed to inspect the rice seeds with incompletely closed glumes. The algorithm was implemented with all image sets using a Matlab 6.5 procedure. The results showed that the algorithm achieved an average accuracy of 96% for normal seeds, 92% for seeds with fine fissure and 87% for seeds with incompletely closed glumes. The algorithm was proved to be applicable to different seed varieties and insensitive to the color of the background.

Algorithms↗
PubMed1993

Spatial, temporal and spectral pre-processing for colour vision.

Fourier transforms of the spectral radiance of natural objects were investigated. The average spectral power spectrum Sc(fc) is well described by Sc(fc) = exp (-beta fc), with fc the spectral frequency (cycles micron-1), and beta = 0.419 +/- 0.097 microns. Average spectral contrast (Cc = [epsilon fc not equal to 0 Sc(fc)/Sc(0)]1/2) was 0.224 +/- 0.127. Optimal filters for colour pre-processing were derived using a recently developed theory of early vision (van Hateren (J. comp. Physiol. A 171, 157 (1992))). The theory assumes that the surrounding world is first sampled spatially, temporally and spectrally by an array of pre-filters, and subsequently filtered by an array of neural filters that maximize the information delivered to an array of noisy information channels. These optimal filters show lateral inhibition and spectral opponency for high signal-to-noise ratios (SNRs) and low temporal frequencies (ft). Decreasing SNR or increasing ft eventually produce filters that are spatially and spectrally low-pass, resulting in a visual system lacking lateral inhibition and spectral opponency. The optimal filters for high SNR lead to responses in the spectral channels approximately independent of the spectrum of the illumination, which is a first step towards colour constancy. Finally, the optimal spectral pre-filter has a half-width of about 100 nm; this is close to that of the common rhodopsins.

Animals↗
PubMedDate not supplied

Compliance and adherence are dysfunctional concepts in diabetes care.

Recognizing that adherence and compliance are dysfunctional concepts is not a passing fad or the latest trend in behavioral approaches to diabetes care and education. Shifting from the acute-care/compliance-focused paradigm to an empowerment/collaborative approach requires a new vision of diabetes education and a new definition and enactment of the roles of educators and patients. Our practice is always an expression of our vision; therefore, if our vision is transformed, our practice will most likely change to reflect our vision. Eliminating the concepts of adherence and compliance makes it possible for our patients to discover and actualize their personal responsibility for their diabetes self-management. Also, it helps us to practice diabetes education as win-win collaboration among equals.

Choice Behavior↗
PubMed1983

Fourier transform infrared difference spectra of intermediates in rhodopsin bleaching.

The membrane protein rhodopsin is the primary light receptor in vision. Fourier transform infrared difference spectroscopy is sensitive to conformational changes in both the protein and the retinylidene chromophore of rhodopsin. By blocking rhodopsin bleaching at specific intermediates, it is possible to elucidate some of the primary molecular events of vision.

Animals↗
PubMed2006

Visuality, mobility and the cosmopolitan: inhabiting the world from afar.

In earlier publications based on the research discussed in this article (e.g. Szerszynski and Urry 2002), we argued that an emergent culture of cosmopolitanism, refracted into different forms amongst different social groups, was being nurtured by a widespread 'banal globalism'--a proliferation of global symbols and narratives made available through the media and popular culture. In the current article we draw on this and other empirical research to explore the relationship between visuality, mobility and cosmopolitanism. First we describe the multiple forms of mobility that expand people's awareness of the wider world and their capacity to compare different places. We then chart the changing role that visuality has played in citizenship throughout history, noting that citizenship also involves a transformation of vision, an absenting from particular contexts and interests. We explore one particular version of that transformation--seeing the world from afar, especially in the form of images of the earth seen from space--noting how such images conventionally connote both power and alienation. We then draw on another research project, on place and vision, to argue that the shift to a cosmopolitan relationship with place means that humans increasingly inhabit their world only at a distance.

Communications Media↗
PubMed2005

Bilinear sparse coding for invariant vision.

Recent algorithms for sparse coding and independent component analysis (ICA) have demonstrated how localized features can be learned from natural images. However, these approaches do not take image transformations into account. We describe an unsupervised algorithm for learning both localized features and their transformations directly from images using a sparse bilinear generative model. We show that from an arbitrary set of natural images, the algorithm produces oriented basis filters that can simultaneously represent features in an image and their transformations. The learned generative model can be used to translate features to different locations, thereby reducing the need to learn the same feature at multiple locations, a limitation of previous approaches to sparse coding and ICA. Our results suggest that by explicitly modeling the interaction between local image features and their transformations, the sparse bilinear approach can provide a basis for achieving transformation-invariant vision.

Algorithms↗
PubMed1992

Promoting physician-nurse collaboration throughout the organization.

For health care institutions embracing the total quality approach to management, interdisciplinary collaboration focused on the processes associated with patient care is vital. To attain a vision of effective physician-nurse collaboration, specific initiatives at all levels of the University of Alberta Hospitals have helped to transform the vision into current reality.

Academic Medical Centers↗
PubMed2004

Chicago wilderness: a new force in urban conservation.

In 1996, a coalition of diverse and determined organizations launched a new initiative in the Chicago region. Our vision? Chicago Wilderness: a thriving mosaic of natural areas, connected by greenways and wildlife corridors, embedded in the nation's third largest metropolis. In this vision, the region's human communities reclaim a cultural tradition of protecting and restoring the globally outstanding natural communities that enrich our lives. Today, more than 170 organizations join forces to transform this vision into reality. A regional biodiversity recovery plan, the result of 3 years of assessment and planning by scientists, land managers, educators, and policy strategists, sets priorities and determines the lines of action for the coalition. This regional agenda stems from our vision and recovery goals for each ecological community; it encourages targeted research initiatives that focus on characterizing our native biological diversity and on analyzing elements critical to its recovery. Ultimately, though, the long-term survival of our natural wealth rests on the support from the public. Although the challenges to conservation educators and communicators are many, Chicago Wilderness allows us to work together in understanding our audiences, channeling our resources, and creating novel approaches to engage the widest public in our conservation efforts.

Chicago↗
PubMed2000

The insomnia plague: a Gabriel García Márquez story.

"All the great writers have good eyes" is a sentence by V. Nabokov that is very suitable for G.G. Márquez and his One Hundred Years of Solitude. The novel, published in 1967, introduces among many others, the character of little Rebeca, whose frailness and greenish skin revealed hunger "that was older than she was". The girl, because of a pica syndrome, only liked to eat earth and the cake of whitewash. But her fate appears to be determined by the lethal insomnia plague, whose most fearsome part was not the impossibility of sleeping but its inexorable evolution toward a loss of memory in which the sick person "sinks into a kind of idiocy that had no past". Rebeca's lethal insomnia looks quite similar to the "peculiar, fatal disorder of sleep" originally described by Lugaresi et al. in 1986. One Hundred Years (of Solitude shows that G.G. Márquez was gifted not only with good eyes, but has the seductive power of changing reality into fantasy, while transforming his visions into reality.

Child↗