Planar geometry was exploited for the computation of symmetric visual curves in the image plane, with consistent variations in local parameters such as sagitta, chordlength, and the curves’ height-to-width ratio, an indicator of the visual area covered by the curve, also called aspect ratio. Image representations of single curves (no local image context) were presented to human observers to measure their visual sensation of curvature magnitude elicited by a given curve. Nonlinear regression analysis was performed on both the individual and (...) the average data using two types of model: (1) a power function where. (shrink)

The laws and principles which predict how perceptual qualities can be extracted from the most elementary visual signals were discovered by the Gestalt psychologists(e.g., Wertheimer,1923; Metzger,1930, translated and re-editedbySpillmann in 2009 and2012, respectively). Their seminal work has inspired visual science ever since, andhas led to exciting discoveries which have confirmed the Gestalt idea that the human brain would have an astonishing capacity for selecting and combining critical visual signals to generate output representations for decision making and action. This capacity of (...) selection and integration enables the perception of form and space, and the correct estimation of relative positions, trajectories, and distances of objects represented in planar images. This paper addresses problems of perceptual organization with critical implications for visual interfaces, and the design of surgical simulator platforms in particular. (shrink)

The experiments reported herein probe the visual cortical mechanisms that control near–far percepts in response to two-dimensional stimuli. Figural contrast is found to be a principal factor for the emergence of percepts of near versus far in pictorial stimuli, especially when stimulus duration is brief. Pictorial factors such as interposition (Experiment 1) and partial occlusion Experiments 2 and 3) may cooperate, as generally predicted by cue combination models, or compete with contrast factors in the manner predicted by the FACADE model. (...) In particular, if the geometrical conŽ guration of an image favors activation of cortical bipole grouping cells, as at the top of a T-junction, then this advantage can cooperate with the contrast of the conŽ guration to facilitate a near–far percept at a lower contrast than at an X-junction. Varying the exposure duration of the stimuli shows that the more balanced bipole competition in the X-junction case takes longer exposure times to resolve than the bipole competition in the T-junction case (Experiment 3). (shrink)

The segregation of image parts into foreground and background is an important aspect of the neural computation of 3D scene perception. To achieve such segregation, the brain needs information about border ownership; that is, the belongingness of a contour to a specific surface represented in the image. This article presents psychophysical data derived from 3D percepts of figure and ground that were generated by presenting 2D images composed of spatially disjoint shapes that pointed inward or outward relative to the (...) continuous boundaries that they induced along their collinear edges. The shapes in some images had the same contrast (black or white) with respect to the background gray. Other images included opposite contrasts along each induced continuous boundary. Psychophysical results demonstrate conditions under which figure-ground judgment probabilities in response to these ambiguous displays are determined by the orientation of contrasts only, not by their relative contrasts, despite the fact that many border ownership cells in cortical area V2 respond to a preferred relative contrast. Studies are also reviewed in which both polarity-specific and polarity-invariant properties obtain perceptual figure-ground grouping results. The FACADE and 3D LAMINART models are used to explain these data. Keywords: figure-ground separation, border ownership, perceptual grouping, surface filling-in, V2, V4, FACADE Theory. (shrink)

Pictures are 2D surfaces designed to elicit 3D-scene-representing experiences from their viewers. In this essay, I argue that philosophers have tended to underestimate the relevance of research in vision science to understanding the nature of pictorial experience. Both the deeply entrenched methodology of virtual psychophysics as well as empirical studies of pictorial space perception provide compelling support for the view that pictorial experience and seeing face-to-face are experiences of the same psychological, explanatory kind. I also show that an empirically informed (...) account of pictorial experience provides resources to develop a novel, resemblance-based account of depiction. According to what I call the deep resemblance theory, pictures work by presenting virtual models of objects and scenes in phenomenally 3D, pictorial space. (shrink)

Victor Vasarely's (1906–1997) important legacy to the study of human perception is brought to the forefront and discussed. A large part of his impressive work conveys the appearance of striking three-dimensional shapes and structures in a large-scale pictorial plane. Current perception science explains such effects by invoking brain mechanisms for the processing of monocular (2D) depth cues. Here in this study, we illustrate and explain local effects of 2D color and contrast cues on the perceptual organization in terms of figure-ground (...) assignments, i.e. which local surfaces are likely to be seen as “nearer” or “bigger” in the image plane. Paired configurations are embedded in a larger, structurally ambivalent pictorial context inspired by some of Vasarely's creations. The figure-ground effects these configurations produce reveal a significant correlation between perceptual solutions for “nearer” and “bigger” when other geometric depth cues are missing. In consistency with previous findings on similar, albeit simpler visual displays, a specific color may compete with luminance contrast to resolve the planar ambiguity of a complex pattern context at a critical point in the hierarchical resolution of figure-ground uncertainty. The potential role of color temperature in this process is brought forward here. Vasarely intuitively understood and successfully exploited the subtle context effects accounted for in this paper, well before empirical investigation had set out to study and explain them in terms of information processing by the visual brain. (shrink)

Dramatic advances in 3D Web technologies have recently led to widespread development of virtual world Web browsers and 3D content. A natural question is whether 3D thumbnails can be used to find one’s way about such 3D content the way that text and 2D thumbnail images are used to navigate 2D Web content. We have conducted an empirical experiment that shows interactive 3D thumbnails, which we call worldlets, improve travelers’ landmark knowledge and expedite wayfinding in virtual environments.

In contemporary healthcare, medical image categorization is essential for illness prediction, diagnosis, and therapy planning. The emergence of digital imaging technology has led to a significant increase in research into the use of machine learning (ML) techniques for the categorization of images in medical data. We provide a thorough summary of recent developments in this area in this review, using knowledge from the most recent research and cutting-edge methods.We begin by discussing the unique challenges and opportunities associated with medical (...) image classification, including the complexity of anatomical structures, variability in imaging modalities, and the need for interpretability and reliability in clinical settings. Subsequently, we survey a wide range of ML algorithms and techniques employed for medical image classification, including traditional methods such as support vector machines and k-nearest neighbors, as well as deep learning approaches like convolutional neural networks (CNNs) and recurrent neural networks (RNNs). Furthermore, we examine key considerations in dataset preparation, feature extraction, and model evaluation specific to medical image classification tasks. We highlight the importance of large, annotated datasets, transfer learning, and data augmentation techniques in enhancing model performance and generalization. (shrink)

Some have suggested that images can be arguments. Images can certainly bolster the acceptability of individual premises. We worry, though, that the static nature of images prevents them from ever playing a genuinely argumentative role. To show this, we call attention to a dilemma. The conclusion of a visual argument will either be explicit or implicit. If a visual argument includes its conclusion, then that conclusion must be demarcated from the premise or otherwise the argument will beg (...) the question. If a visual argument does not include its conclusion, then the premises on display must license that specific conclusion and not its opposite, in accordance with some demonstrable rationale. We show how major examples from the literature fail to escape this dilemma. Drawing inspiration from the graphical logic of C. S. Peirce, we suggest instead that images can be manipulated in a way that overcomes the dilemma. Diagrammatic reasoning can take one stepwise from an initial visual layout to a conclusion—thereby providing a principled rationale that bars opposite conclusions—and the visual inscription of this correct conclusion can come afterward in time—thereby distinguishing the conclusion from the premises. Even though this practical application of Peirce’s logical ideas to informal contexts requires that one make adjustments, we believe it points to a dynamic conception of visual argumentation that will prove more fertile in the long run. (shrink)

CVDs continue to be the number one cause of death, therefore early detection and treatment is crucial. Currently, the application of Artificial Intelligence (AI) in the cardiac image analysis has become popular due to increased accuracy, productivity, and modelling. In this paper, the use of the AI system to study the echocardiogram, CT, MRI, and other images of the heart and blood vessels to view the risk factors for cardiovascular diseases is discussed. We focus on the current methods of (...) artificial intelligence, how it is implemented in clinical practice, problems, and prospects for AI development. (shrink)

The concept of ‘the image’ can be given historical, conceptual, aesthetic and moral specifications. This essay sets out some of the scholarly issues in the dense semantic field of ‘the image’. In particular, the essay considers how the meaning of the image is often determined in relation to the opposition between sensible form and intelligible idea. Specific attention is given to Kantian aesthetics, which inaugurates a specific way of understanding the sensible form as a mode of processing moral ideas.

Video-objects are often discussed in terms of their ability to reflect upon the speed of our narcissistic culture, but less acknowledged is video’s agency to perform electronic events outside of human experience. This article engages in scholarship interested in the space of video operations where lived and imagined, real and virtual phenomena are experienced at the threshold of perception. Bringing into this conversation a discussion of The Waves (2003), an interactive installation by video pioneer and media critic Thierry Kuntzel, the (...) article moves away from the time/movement nexus grounded in a filmic understanding of the image to position video-memory as the emergence of a volume of time. Different from the time-image and movement-image of cinema, the volume-image of video defines a mode of engaging with multiple temporalities within the continuum of the video itself. Constituted progressively through layers of ever-changing signal processes, the volume-image of video technology is an open field, a transductive zone where multiple intensities create new representational rhythms, which disrupt the durational model of time so often attached to human experience. (shrink)

The senses present their content in the form of images, three-dimensional arrays of located sense features. Peacocke’s “scenario content” is one attempt to capture image content; here, a richer notion is presented, sensory images include located objects and features predicated of them. It is argued that our grasp of the meaning of these images implies that they have propositional content. Two problems concerning image content are explored. The first is that even on an enriched conception, image content (...) has certain expressive limitations. In particular, it cannot express absolute location and time (as opposed to spatiotemporal relations) or logical complexity. Yet, perceptual experience does seem to express certain absolute locations—namely, here and now. How can it do so? Secondly, image content cannot exhaust the significance of perceptual states. This is proved by noting that perception, memory, and anticipation can have the same image content. Yet they have different significance. These problems show that some of the significance of sensory states comes from outside the image. (shrink)

The paper is an introduction to the third issue of the Journal for the Philosophy of Language, Mind and the Arts. The authors give an account of the theories that have most enriched the study of images since the second half of the twentieth century: analytical philosophy and visual culture studies. A distinction is made between the two philosophical traditions. On the one hand, in particular within the context of analytic philosophy, images have been studied as single entities (...) in relationship with both a referent and the perceptual or interpretive abilities of an observer. On the other hand, thanks in particular to the iconographic tradition inaugurated by Aby Warburg, images have been analyzed in their multiplicity, in their mutual relationship, both synchronically and diachronically. (shrink)

Most research on image schema examined the meaning configuration of words connotation. However, previous studies of adjectives are meaningful in cognitive linguistics because they provide insight into how those adjectives are involved with psychological movement. In this sense, from the perspective of cognitive linguistics, one’s conceptualization and cognition are closely associated with their bodily experience and surroundings; adjectives are no exception. The varieties of transformations of image schemas lay the foundation for the conception and perception. Accordingly, this study is an (...) investigation into the perception of adjectives and psychological activities associated with image schema. Data in this study come from adjectives in the novel The Great Gatsby, which were tagged and calculated with the help of software Python and the NLTK package. The results demonstrate that a significant amount of adjectives were used in the novel. Moreover, Nick’s psychological activities changed significantly from the SOURCE to the DESTINATION schematic stage, which is uncovered by his expression of adjectives. Finally, the results further suggest that transformations of image schema as BALANCE, CONTAINER, and PATH work together to motivate one’s linguistic expression of adjectives. The present findings have several implications for research on lexicons and literacy interpretation from cognitive linguistics. (shrink)

Ontology is one strategy for promoting interoperability of heterogeneous data through consistent tagging. An ontology is a controlled structured vocabulary consisting of general terms (such as “cell” or “image” or “tissue” or “microscope”) that form the basis for such tagging. These terms are designed to represent the types of entities in the domain of reality that the ontology has been devised to capture; the terms are provided with logical defi nitions thereby also supporting reasoning over the tagged data. Aim: This (...) paper provides a survey of the biomedical imaging ontologies that have been developed thus far. It outlines the challenges, particularly faced by ontologies in the fields of histopathological imaging and image analysis, and suggests a strategy for addressing these challenges in the example domain of quantitative histopathology imaging. The ultimate goal is to support the multiscale understanding of disease that comes from using interoperable ontologies to integrate imaging data with clinical and genomics data. (shrink)

What role do images play in philosophical persuasion? With the advent of bio-art in the 1990s, a new vista opened up for this age-old puzzle: the possibility of creating images through bioengineering of living matter. Here, I test the critical intentions of bio-artists by setting up a comparison between, on the one hand, bio-art, and on the other, bioethics, a philosophical discipline, which developed at around the same time as this new artform. I argue there is an aspect (...) of ethics--'the difficulty of reality' in Cora Diamond's coinage--which analytic bioethics obscures, and which art can help us come to terms with. I develop my argument by comparing the work of artists Eduardo Kac, Stelarc and Maja Smrekar, with utilitarian bioethics by philosophers like Julian Savulescu. Philosophical concepts of the living presence, the viral image and the pensive image are revisited through this inquiry. (shrink)

Without doubt, there is a great diversity of scientific images both with regard to their appearances and their functions. Diagrams, photographs, drawings, etc. serve as evidence in publications, as eye-catchers in presentations, as surrogates for the research object in scientific reasoning. This fact has been highlighted by Stephen M. Downes who takes this diversity as a reason to argue against a unifying representation-based account of how visualisations play their epistemic role in science. In the following paper, I will suggest (...) an alternative explanation of the diversity of scientific images. This account refers to processes which are caused by the social setting of science. What exactly is meant by this, I will spell out with the aid of Ludwik Fleck’s theory of the social mechanisms of scientific communication. (shrink)

Advanced medical imaging, such as CT, fMRI and PET, has undergone enormous progress in recent years, both in accuracy and utilization. Such techniques often bring with them an illusion of immediacy, the idea that the body and its diseases can be directly inspected. In this paper we target this illusion and address the issue of the reliability of advanced imaging tests as knowledge procedures, taking positron emission tomography in oncology as paradigmatic case study. After individuating a suitable notion of reliability, (...) we argue that PET is a highly theory-laden and non-immediate knowledge procedure, in spite of the photographic-like quality of the images it delivers; the diagnostic conclusions based on the interpretation of PET images are population-dependent; PET images require interpretation, which is inherently observer-dependent and therefore variable. We conclude with a three-step methodological proposal for enhancing the reliability of advanced medical imaging. (shrink)

I develop a phenomenological account of racialized encounters with works of art and film, wherein the racialized viewer feels cast as perpetually past, coming “too late” to intervene in the meaning of her own representation. This points to the distinctive role that the colonial past plays in mediating and constructing our self-images. I draw on my experience of three exhibitions that take Muslims and/or Arabs as their subject matter and that ostensibly try to interrupt or subvert racialization while reproducing (...) some of its tropes. My examples are the Jean-Joseph Benjamin-Constant exhibition at the Montreal Museum of Fine Arts (2015), the exposition Welten der Muslime at the Ethnologisches Museum in Berlin (2011–2017), and a sculpture by Bob and Roberta Smith at the Leeds City Art Gallery, created in response to the imperial power painting, General Gordon’s Last Stand, that is housed there. My interest is in how artworks contribute to the experience of being racialized in ways that not only amplify the circulation of images but also constitute difficult temporal relations to images. Drawing on Frantz Fanon’s Black Skin, White Masks, I argue that such racialized images are temporally gluey, or stuck, so that we are weighted and bogged down by them. This essay received Honorable Mention from the American Society for Aesthetics Feminist Caucus Committee in the Feminist Research Essay prize in 2020. (shrink)

The new edition of the papiri of the second book of 'Peri Phuseos' allows for a detailed reconstruction of the mechanisms of vision. Some of the characteristic features of images according to Epicurus are presented here for the first time. One of the problems is the congruence between the representation and the object from which it originates: i.e. the truth of the image.

There is an image of science painted and presented by scientists as the ultimate standard of rationality and the most credible way of knowing and speaking about the world, granting all its claims and postulations objective status. One would not be far from the truth to claim that this image of science has come about as the result of the successes of the scientific enterprise. Indeed, we cannot deny the role of science in our understanding of the natural world and (...) the laws governing it, however, can we state with certainty that science is sufficient for knowing the world and dealing with the challenges encountered within? Science is seen or considered as providing certain, objective, and universal knowledge; and has, in the conception of most people today, obtained a hegemonic status over all other means of knowing – context-based. Postmodernism can be considered a challenge to the established status of science as it aims and calls for the breakdown of boundaries, and the rejection of all grand narratives, objectivity, and universality. In this paper we adopt the critical analytic method to examine this image of science and the challenge postmodernism poses to it. We find that science is more progressive than objective, and conclude that both science and postmodernism be reconciled to address context-based problems. (shrink)

Abstract: Teenage pregnancy has been identified as a social issue that requires attention. Given the negative impact on teenage mothers, the people who care for them, and the children they give birth to. This study examined the pattern of relationship between body image, self-esteem, socio-economic status, peer influence, and teenage pregnancy. This study employed a correlational design, and a multistage sampling procedure was utilized. Adolescents in Ibadan constitutes the population (N = 150; 12.0% below 14 years, 58.7% 14 – 16 (...) years, while 29.3% were 17 – 19 years). Participants completed standardized instruments: (Body Image Acceptance Survey α = 0.85; Rosenberg Self-Esteem Scale α = 0.78; Socio-economic Status Scale α = 0.79; Peer Influence Scale α = 0.81; and Teenage Pregnancy Scale α = 0.87). The results showed that body image (r = 0.327; p<0.05), self-esteem (r = 0.376; p<0.05), socio-economic status (r = 0.306; p<0.05), and peer influence (r = 0.201, p<0.05) all had a significant relationship with teenage pregnancy. A multiple regression coefficient (R = 0.484) and multiple regression adjusted (R2 = 0.234) were obtained. Also, self-esteem recorded the most effective relative contribution to teenage pregnancy, followed by body image, parental socio-economic status, and peer influence, respectively. This emphasizes the necessity of broad and all-encompassing strategies to stop teenage pregnancy because it is unlikely that a single element will be adequate to deal with the problem successfully. (shrink)

Although better known for his phenomenology of perception and the perceived world, Merleau-Ponty’s writings also contain the outlines of a rich and unique account of the imagination and the imaginary. In this paper, I explicate the phenomenology of the image that Merleau-Ponty develops throughout his work. I show how Merleau-Ponty develops this account of the image in critical response to Sartre and in a way that follows from his own descriptions of what painters do when they paint and of what (...) we experience when we look at their paintings. The investigation of the particular mode of being of images leads to a consideration of the body and Merleau-Ponty’s later ontology. (shrink)

There is the tension between, on the one hand, Wittgenstein’s not giving theoretical weight to metaphor, and on the other, his exuberant use of it. On a more fundamental level, there is a straightforward contradiction between Wittgenstein’s claim of the primordial literalness of everyday language, and his stress on the multiplicity and flexibility of language-games. Wittgenstein’s problem was that he did not succeed in making his ideas on metaphor, and indeed his ideas on metaphor and images, converge with the (...) main drift of TS 227 (the so-called ‘Part I’ of the so-called ‘Philosophical Investigations’). It was this divergence, I believe, that prevented him from rounding out his later philosophy. (shrink)

Abstract: The integration of Artificial Intelligence (AI) into medical imaging represents a transformative shift in healthcare, offering significant improvements in diagnostic accuracy, efficiency, and patient outcomes. This paper explores the application of AI technologies in the analysis of medical images, focusing on techniques such as convolutional neural networks (CNNs) and deep learning models. We discuss how these technologies are applied to various imaging modalities, including X-rays, MRIs, and CT scans, to enhance disease detection, image segmentation, and diagnostic support. Additionally, (...) the paper addresses the challenges faced in AI-driven medical imaging, including data quality, model interpretability, and ethical considerations. By examining recent advancements and real-world case studies, this paper provides insights into the current state of AI in medical imaging and its potential future directions. The findings highlight the ongoing evolution of AI technologies and their crucial role in advancing medical diagnostics and treatment strategies. (shrink)

Critical notice of Images of Science by P. M. Churchland and C. A. Hooker.

In order to maintain the existence of the business, it always creates and implements various marketingstrategies to maintain and maintain business operations in the midst of fierce business competition. Allbusinesses have competition so this makes the company must have a strategy to be able to excel incompetition. Companies must be able to know how to retain their customers so as not to turn to competitors.Especially in the field of coffee drinks business which is currently being rife in Surabaya. This research (...) usesa Quantitative Approach is a research approach that uses data in the form of figures from survey answersdistributed to research samples and analyzed using statistical analysis techniques. The partial regressionresults (t-test) showed the results of the brand image proved to have a significant effect on the decision topurchase coffee drinks at Janji Jiwa Royal Plaza Surabaya. Value is proven to have a significant effect oncoffee beverage purchase decisions at Janji Jiwa Royal Surabaya. Simultaneous regression analysis (F-test)proved to have a significant effect on brand image and value on coffee beverage purchase decisions at JanjiJiwa Royal Surabaya. (shrink)

Some photographs show determinate features of a scene because the photographed scene had those features. This dependency relation is, rightly, a consensus in philosophy of photography. I seek to refute many long-established theories of photography by arguing that they are incompatible with this commitment. In Section II, I classify accounts of photography as either single-stage or multi-stage. In Section III, I analyze the historical basis for single-stage accounts. In Section IV, I explain why the single-stage view led scientists to postulate (...) “latent” photographic images as a technical phenomenon in early chemical photography. In Section V, I discredit the notion of an invisible latent image in chemical photography and, in Section VI, extend this objection to the legacy of the latent image in digital photography. In Section VII, I appeal to the dependency relation to explain why the notion of a latent image makes the single-stage account untenable. Finally, I use the multi-stage account to advance debate about “new” versus “orthodox” theories of photography. (shrink)

With the concept of the technical image, Flusser indicates a historical shift in the structure of Western society.1 Technical images, as found in photographs, films, videos, computer terminals, and television screens, designate images produced by an apparatus designed to create programmed information. Contrary to traditional images which carry significance through representation as seen in paintings, technical images are surfaces that operate according to “inverted vectors of meaning.”2 The meaning of a technical image is not found in (...) what the image signifies but in what it projects. In other words, technical images are less about the representation of the world and more about modeling the subject’s relation to and vision of reality. As such, technical images are “instructional programs” designed to inculcate significance, shape behavior, and direct subjects on how to make sense of the world.3 The surfaces of technical images move away from a mimetic representation of the real to inscribe concepts as connotative, as opposed to denotative, forms of signification. However, traditional images and technical images are not entirely disconnected from one another. Together they shape the posthistorical phase of humanity, a phase in which humans’ relationship to reality is increasingly conditioned and modulated by embedded codification. This codification is produced by apparatuses that calculate probability. These apparatuses are opaque because they no longer require the knowledge of their operation by the subject that handles them. In other words: traditional images are “observations of objects,” while technical images are “computation of concepts.”4. (shrink)

The third issue of the Journal for the Philosophy of Language, Mind and the Arts is centered on a series of questions related to the nature of images. What properties characterize them? Do they exist also in our minds? What relationship do they have with phenomena such as perception, memory, language and interpretation? The authors participating in this issue have been asked to answer these and other questions starting from and in dialogue with the two philosophical perspectives that have (...) most enriched the study of our object of research since the second half of the twentieth century: analytical philosophy and visual culture studies. The first four essays address problems related to ontology (Didi-Huberman, Prinz, Bantinaki, Manzotti). In their pages the question will be asked not only about the nature of images but also about what it means for an image to represent an object or an action realistically. The second part contains discussions related to the topics of perception, appreciation and creation of pictures (Ferretti; Gavaler, Goldberg; Pigoni, Coraci, Carlenzi). The third section goes through the problems related to the very concept of representing by images (Biggs; Weichert; Derby). The last section of the issue is devoted to two cases in which images are used not so much and not only to represent something, but also to convey ethical-political values (Fasnacht; Olesiejuk). (shrink)

Integrating medical imaging with computing technologies, such as Artificial Intelligence (AI) and its subsets: Machine learning (ML) and Deep Learning (DL) has advanced into an essential facet of present-day medicine, signaling a pivotal role in diagnostic decision-making and treatment plans (Huang et al., 2023). The significance of medical imaging is escalated by its sustained growth within the realm of modern healthcare (Varoquaux and Cheplygina, 2022). Nevertheless, the ever-increasing volume of medical images compared to the availability of imaging experts. Biomedical (...) experts and radiologists have resulted in a widening disparity, causing an excess and overwhelming workload on these healthcare professionals (Chen et al., 2021). Several studies indicate that the present-day biomedical radiologist is now saddled with the daunting task of interpreting an image almost every 10 seconds to keep pace with the burgeoning clinical demands (McDonald et al., 2015; Hosny et al., 2018; Lantsman et al., 2022). This cognitive drain has invariably led to inevitable consequences such as delays in diagnosis and an amplified risk of diagnostic errors – thus, the biomedical imaging aspect is in dire need of methods that would aid accurate diagnostics and analytics for improved decision making. In this review, the importance of AI-related technologies such as ML and/or DL methods are reviewed in relation to the processing of medical or biomedical images along with their potentials, challenges, and possible suggestions for future studies in the health landscape. The focus will be on machine learning methods associated with the medical field of image classification. (shrink)

This chapter explores the role that non-textual narrations of biblical stories can play in Christian life and practice. Our case study is the Shrine of Divine Mercy in Kabuga, Rwanda. The stations at the shrine tell the story of Jesus’s life and passion, incorporating images from the Catholic devotional tradition of Divine Mercy and elements evoking the Rwandan genocide. While many philosophical accounts of narratives presuppose that narratives are textual, material and visual art like the Kabuga shrine can also (...) be narrative, in that, like text, material and visual art can selectively represent multiple events and connections between them. We argue that material-visual narratives like the shrine can be effective in achieving commonly identified functions of narratives, such as focusing attention, immersing in a story, engaging the emotions, and fostering a common perspective on the world. We further argue that material-visual art is well-suited to narrating the Gospel in particular, for it can present the Gospel story alongside other stories (in this case, the story of the Rwandan genocide) and in so doing reframe these other stories in light of the Gospel. (shrink)

Background. A growing interest in discursive nature of Nobel lectures resulted in a number of studies which emphasize their rhetorical force to influence public opinion and to popularize ideas in different spheres of human life. Analyzing Literature Laureates’ lectures, most researchers focus on linguistic means and the personality of the Nobelist himself/herself. However, characteristics of a writer proper have not been dealt with indepth. This article maintains our previous study, which indicates a close relationship between the content component of the (...) Nobel lecture and the laureate’ outlook; the lecture itself can be regarded as a brief but extremely powerful expression of his/her human and professional qualities. -/- Purpose. The aim of this paper is to examine how literature laureates interpret the notion of a writer in their Nobel lectures and to identify main common themes in creating this collective image. -/- Methods. A method of linguistic description and observation, a descriptive method, and a contextual-interpretation method were employed to analyse the sample of 17 Nobel lectures. -/- Results. The outcomes of our study indicate that Nobel lectures are extremely powerful expression of prizewinners’ human and professional qualities. We have devised a set of five themes, namely the writer’s social duty, his/her destiny, literary background, tools, and literary outcome to describe the collective image of a writer. Within the framework of our research, literary background falls into two subthemes (literary heritage and a personal writing process); discussing the writer’s toolkit, we focus on language and words. -/- Discussion. Our findings show that laureates develop the concept “writer” to varying degrees but all of them stress a direct interconnection between an active social position and the writer’s destiny. Further research can involve the in-depth study of a definite Nobel lecture in terms of the compositional structure and employed linguistic means. (shrink)

In his 1903 Syllabus, Charles S. Peirce makes a distinction between icons and iconic signs, or hypoicons, and briefly introduces a division of the latter into images, diagrams, and metaphors. Peirce scholars have tried to make better sense of those concepts by understanding iconic signs in the context of the ten classes of signs described in the same Syllabus. We will argue, however, that the three kinds of hypoicons can better be understood in the context of Peirce's sixty-six classes (...) of signs. We analyze examples of hypoicons taken from the field of information design, describing them in the framework of the sixty-six classes, and discuss the consequences of those descriptions to the debate about the order of determination of the 10 trichotomies that form those classes. (shrink)

In this paper, we argue that Midjourney—a generative AI program that transforms text prompts into images—should be understood not as an agent or a tool, but as a new type of artistic medium. We first examine the view of Midjourney as an agent, considering whether it could be seen as an artist or co-author. This perspective proves unsatisfactory, as Midjourney lacks intentionality and mental states. We then explore the notion of Midjourney as a tool, highlighting its unpredictability and the (...) limited fine-grained control users have over its outputs, which sets it apart from traditional artistic tools. We propose that creating images with Midjourney parallels a gardener's interaction with natura naturans—nature's autonomous generative processes. Similarly, Midjourney acts as machina naturans, where users engage with its dynamic recalcitrance to influence, but not fully control, the creative process. This approach presents Midjourney as an artistic medium shaped by its inherent unpredictability. (shrink)

Man has built tools to extend his visual experience in order to explore reality beyond his sensory capacity, for example microscopes, telescopes, high shutter speed and infrared cameras. However he has yet to build a tool to fully explore visual realms beyond his ordinary cognitive faculties. With the development of computing, comes the possibility of building a tool to explore the virtual forms/spaces of images that are ordinarily inaccessible to the mind. This article identifies how cognition is ordinarily limited (...) and posits a way of going beyond those limits, by defining a computational model of how those virtual forms/spaces might be created. This definition is based on brief but repeated empirical experiences of ‘higher order’ manifestations. (shrink)

Nowadays, many false images are spreading in digital media. The detection of these false images is inevitable for the unveiling of image-based cybercrimes. Forging images and identifying such images are promising research areas in this digital era. Altered images are detected using a neural network that also recognizes the regions of the image that have been manipulated and reveals the segments of the image. This original can be implemented on the Android platform and therefore made (...) available to ordinary users. The compression ratio of foreign content in a false image is different from that of the original image and is detected using an error level analysis. The another function used with compression ratio is image metadata. Although it is possible to modify the metadata content, which makes it unreliable, here it is used as a support parameter for an analysis of the decision error level. (shrink)

Interoperability across data sets is a key challenge for quantitative histopathological imaging. There is a need for an ontology that can support effective merging of pathological image data with associated clinical and demographic data. To foster organized, cross-disciplinary, information-driven collaborations in the pathological imaging field, we propose to develop an ontology to represent imaging data and methods used in pathological imaging and analysis, and call it Quantitative Histopathological Imaging Ontology – QHIO. We apply QHIO to breast cancer hot-spot detection with (...) the goal of enhancing reliability of detection by promoting the sharing of data between image analysts. (shrink)

The Czech-Brazilian philosopher Vilém Flusser (1920–1991) has been recognized as a decisive past master in the emergence of contemporary media theory and media archeology. His work engages and also rethinks several mythologies of modernity, devising new methodologies, experimental literary practices, and expanded hermeneutics that trouble traditional practices of literary/literate knowledge, shared experience, reception, and communication. -/- Working within an expanded concept of modernism, Flusser presciently noted the power inherent in algorithmic information apparatuses to reshape our fundamental conceptions of culture and (...) history. In an increasingly technological world, Flusser's form of experimental theory-fiction pits philosophy against cybernetics as it forces the category of “the human” to confront the inhuman world of animals and machines. -/- The contributors to Understanding Flusser, Understanding Modernism engage with the multiplicity of Flusser's thought as they provide a general analysis of his work, engage in comparative readings with other philosophers, and offer expanded conceptualizations of modernism. The final section of the volume includes an extended glossary clarifying the playful terminology used by Flusser, which will be a valuable resource for experts and students alike. -/- . (shrink)

A photographic image is said to provide evidence of a photographed scene because it is a causal imprint of reflected light, an indexical trace of real objects and events. Though widely established in the history, theory, and philosophy of photography, this traditional imprinting model must be rejected because it relies on a “single-stage” misconception of the photographic process: the idea that a photographic image comes into existence at the time of exposure. In its place, a “multistage” account properly articulates different (...) production stages, such as registering and rendering, that are relevant to understanding the relation between a photographic image and the photographed scene. By denying that any photographic image is a causal imprint, the multistage approach proposes a more demanding evaluation of photographic evidence. This has implications for documentary film and photojournalism, along with specialized applications such as forensics, surveillance, and face-recognition technology. (shrink)

I begin by reviewing recent research by Merleau-Ponty scholars opposing aspects of the critique of Merleau-Ponty made by Meltzoff and colleagues based on their studies of neonate imitation. I conclude the need for reopening the case for infant self-other indistinction, starting with a re-examination of Merleau-Ponty’s notion of indistinction in the Sorbonne lectures, and attending especially to the role of affect and to the non-exclusivity of self-other distinction and indistinction. In undertaking that study, I discover the importance of understanding self-other (...) distinction and indistinction in terms of their affective significance. For Merleau-Ponty, self-other indistinction is a virtual or imaginary participation in others’ orientations that he defines as an affective phenomenon. Further, Merleau-Ponty’s account of the advent of the body proper—the aspect of the body image that circumscribes the body as a distinct and private space—theorizes it as an affective innovation. Rather than being a fact of which we at first are ignorant and gradually grow to recognize, distinction from others in the sense that is important to Merleau-Ponty is a situation that must be cultivated and maintained through the negotiation of affective intimacy. Understanding indistinction and distinction in terms of the affective forces that sustain them explains how it is possible for them to coexist. (shrink)

Image captioning has seen remarkable advancements with the integration of deep learning techniques, notably Convolutional Neural Networks (CNNs) and Long Short-Term Memory (LSTM) networks, for generating descriptive captions for images. Despite these improvements, capturing intricate details and context remains a challenge. This project introduces an enhanced image captioning model that integrates transformers with an attention mechanism to address these limitations. By leveraging CNNs for feature extraction and LSTMs for sequence generation, while utilizing transformers to apply sophisticated attention to significant (...) image regions, the proposed model aims to generate more contextually rich and coherent captions. Experimental results indicate that incorporating transformers with attention mechanisms leads to a significant enhancement in caption accuracy and descriptiveness, surpassing traditional CNN-LSTM models. This advancement is particularly beneficial in various applications, including assistive technologies for the visually impaired, content-based image retrieval systems, automatic image annotation for digital asset management, and improved human-computer interaction. This approach represents a substantial step forward in achieving more precise and detailed image captioning, with potential impacts across numerous fields. (shrink)

[Pre-peer review draft available to download.] Our imaginative capacities shape the making of images, while the making of images has the ability to shape our imaginative capacities. What are the connections between vision and mental visual images that allow for this traffic between the contents of our minds and external images? And how are image-makers able to exploit the distinctive powers of imagery, to extend the modes of representation that are available to us, and hence also (...) to extend the resources upon which our imaginations can draw? The chapter explores various aspects of those issues. It starts by exploring “visual imagery” as a general category; and it identifies one very striking range of cases that encompasses both suitable mental and nonmental visual images. It develops a philosophical account of what is distinctive about the range of visual images thus identified. Subsequent sections then use the resulting ideas to investigate some of the ways in which various strategies for creating visual images exploit in remarkably inventive ways possibilities that are latent within the general phenomenon of imagistic representation. (shrink)

The possibilities of depicting non-existents, depicting non-particulars and depictive misrepresentation are frequently cited as grounds for denying the platitude that depiction is mediated by resemblance. I first argue that these problems are really a manifestation of the more general problem of intentionality. I then show how there is a plausible solution to the general problem of intentionality which is consonant with the platitude.

Objectification involves treating someone as a thing. The role of images in perpetuating objectification has been discussed by feminist philosophers. However, the precise effect that images have on an individual's visual system is seldom explored. Kathleen Stock’s work is an exception—she describes certain images of women as causing viewers to develop an objectifying ‘gestalt’ which is then projected onto real-life women. However, she doesn’t specify the level of visual processing at which objectification occurs. In this paper, I (...) propose that images can affect a viewer's early visual system. I will argue that if a viewer is exposed to a lot of images that depict women as sexual objects, this will bias their early visual selection mechanisms in a way that can result in an objectifying way of seeing. This is an important contribution to work on objectification as it incorporates empirical studies on vision and findings from philosophy of mind. It also examines some of the epistemic and moral consequences of objectification occurring at this early visual stage. (shrink)

Enacting Images is devoted to images as they can mobilize cognition and theorizing. Though we can speak of a pictorial turn now that images have become a distinct and full-fledged topic of investigation, some may continue to cling to the impression that images should still be considered within a fundamentally representationalist framework. As an alternative, the enactive approach provides a conceptual setup within which images, beyond their informational, immersive, and aesthetic power, can be considered as (...) being the manifestations of a new epistemic access to the world. The present volume is a collection of essays that reflectively investigate the theoretical prerequisites, scope, and limits of enactive approach. (shrink)

This essay explores Jonas’s multifaceted and rich enquiries into the notion of image. In particular, it argues that reflecting on the “image” helps Jonas clarify the unique condition of human existence, where the twine of thought and being reveals a paradoxical (and yet crucial) relationship between time and eternity, change and permanence, immanence and transcendence. The employ of the interpretative device provided by the image enables a nuanced understanding of the human complexity which goes beyond the partial and reductive descriptions (...) of relativistic immanentism, on the one hand, and immutable transcendence, on the other. By commenting upon its anthropological, aesthetic, and ethical significance, we propose that the study of Jonas’s thoughts on the image not only offers valuable insights into the philosophical understanding of such a fascinating object, but also sheds a new and interesting light on the unity of his oeuvre. (shrink)

During the Fifties and the Early Sixties Hans Jonas developed a theory of man based on a series of concepts as separation of form from matter, image and symbol. By reflecting on these themes, Jonas seems to refer to the aesthetic abilities man embodies as the essence of human life. In this article I try to analyse Jonas’ thoughts on man and to determine to what extent it is possible to consider his theory as an aesthetic anthropology. Eventually, I discuss (...) what Aesthetics may win by directing its attention to this author. (shrink)

The influence of imagery on perception depends on the content of the mental image. Sixty-three students responded to the location of the 2 hands of a clock while visualizing the correct or an incorrect clock. Reaction time was shorter with valid cueing. Could this have resulted from visual acquisition strategies such as planning visual saccades or shifting covert attention? No. in this study, a crucial control condition made participants look at rather than visualize the cue. Acquisition strategies should have affected (...) equally both types of cueing, but we observed that the effect of the visual cue was smaller and limited to a particular subcase in which one expects visual acquisition strategies. Thus, what matters is the similarity of the content of the mental image with the visual scene. In addition, an interaction involving the hand used for responding supports the notion that composite imagery is lateralized. (shrink)