☆ 4.6 Editorial Material

New Approaches to 3D Vision

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Article Psychology

Shape, Perspective, and What Is and Is Not Perceived: Comment on Morales, Bax, and Firestone (2020)

Johannes Burge et al.

Summary: This passage discusses the role of perspective in vision, and presents a recently published article that argues for the introduction of a new entity, perspectival shape, in scientific explanations of shape perception. However, the article's claims lack empirical support due to problems in experimental design. Additionally, there are issues with scientific reasoning and conceptual development.

PSYCHOLOGICAL REVIEW (2023)

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Review Biology

Walking humans and running mice: perception and neural encoding of optic flow during self-motion

Edward A. B. Horrocks et al.

Summary: Locomotion affects the perception and neural encoding of optic flow during self-motion, influencing animals' ability to navigate and interact with their environment. Visual and nonvisual self-motion signals are integrated following principles of Bayesian inference, improving the precision and accuracy of self-motion perception. This review examines studies using humans, non-human primates, and mice, highlighting the profound influence of locomotion on optic flow processing and perception across species.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Review Biology

Do you hear what I see? How do early blind individuals experience object motion?

Ione Fine et al.

Summary: This article compares visual and auditory motion processing and discusses the impact of early blindness on the perception of auditory motion. Blindness leads to the use of the visual motion area hMT+ for auditory motion processing, while the planum temporale, associated with auditory motion, shows reduced selectivity in blind individuals. The article discusses how this significant shift in the cortical basis of motion processing may affect the perceptual experience of motion in the early blind.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Review Biology

The role of binocular vision in the control and development of visually guided upper limb movements

Ewa Niechwiej-Szwedo et al.

Summary: Vision plays a vital role in fine motor skills, which are important for daily activities, as well as occupational and recreational performance. Binocular vision involves combining inputs from both eyes, and aspects such as summation and fusion have performance advantages, including more efficient visuomotor control. This article explores how binocular viewing facilitates planning and execution of prehension movements, and also examines the contribution of binocularity to visuomotor control in individuals with reduced visual acuity and poor binocular function. Research in this field enhances our understanding of the role of binocular vision in the development and performance of visuomotor skills, and contributes towards assessment and targeted rehabilitation for children at risk of poor visuomotor outcomes.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Article Biology

Familiar size affects perception differently in virtual reality and the real world

Anna M. Rzepka et al.

Summary: The promise of virtual reality as a tool for perceptual and cognitive research assumes that perception in virtual environments generalizes to the real world. However, two experiments comparing size and distance perception between VR and physical reality suggest that there are significant differences in the use of binocular cues and familiar size between the two realities. These findings highlight the need for a deeper understanding of perceptual differences before generalizing research outcomes from VR to the real world.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Article Biology

Minimal theory of 3D vision: new approach to visual scale and visual shape

Paul Linton

Summary: The first part of this article argues that stereo vision solves the problem of rivalry between the two retinal images, not the triangulation of objects in space. The second part questions whether other aspects of 3D vision operate at the same level of visual experience as stereo vision and suggests a two-stage theory that links internal 3D perception (from stereo vision) with the external world through cognition.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Article Biology

Enhanced efficiency in visually guided online motor control for actions redirected towards the body midline

Antonella Maselli et al.

Summary: Reaching objects in a dynamic environment requires fast online corrections, and visually monitoring the hand-to-target distance is crucial. This study investigates the effect of sensorimotor asymmetries on the efficiency of online corrections. The results show that actions redirected towards the body midline have more efficient visuo-motor corrections.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Review Biology

Perceiving distance in virtual reality: theoretical insights from contemporary technologies

Sarah H. H. Creem-Regehr et al.

Summary: Decades of research have found that absolute egocentric distance is underestimated in virtual environments (VEs) compared to the real world. This has implications for applications requiring accurate perception of absolute scale. Fortunately, this underperception can be reduced by certain factors, making perception in VEs closer to that of the real world. This article examines these factors as two categories: observer's experience and display technology characteristics, in order to understand how the scale of virtual spaces is calibrated.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Article Biology

Learning robotic navigation from experience: principles, methods and recent results

Sergey Levine et al.

Summary: Navigation is a complex problem in robotics, traditionally approached through geometric mapping and planning. However, machine learning offers a new approach by allowing robots to make decisions based on prior experiences, considering physical outcomes and patterns in real-world environments. This article presents a toolkit for experiential learning of robotic navigation skills, unifying recent approaches, discussing design principles, experimental results, and directions for future work.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Article Biology

Looking at the Ebbinghaus illusion: differences in neurocomputational requirements, not gaze-mediated attention, explain a classic perception-action dissociation

Robert L. L. Whitwell et al.

Summary: Perceiving and grasping an object present different computational problems for animals. Primates have developed separate neural networks specialized in visual processing with different object representations to solve this problem. The Ebbinghaus illusion minimally affects the grasping hand's aperture, which normally scales with target size, suggesting that grasps are refractory to the illusion due to fixation on the target rather than the surrounding context. However, our study found that both limb and gaze tracking failed to explain this dissociation, supporting the idea that object perception and goal-directed action rely on distinct visual representations.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

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Article Biochemistry & Molecular Biology

Building better theories

Clare Press et al.

CURRENT BIOLOGY (2022)

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Experimentally disambiguating models of sensory cue integration

Peter Scarfe

Summary: The present paper aims to summarize the implicit assumptions rarely acknowledged in testing models of sensory cue integration and introduce an unbiased and principled method to determine the probability with which a population of observers behaving in accordance with one model of sensory integration can be distinguished from the predictions of a set of alternative models.

JOURNAL OF VISION (2022)

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Review Neurosciences

Spatial goal coding in the hippocampal formation

Nils Nyberg et al.

Summary: This article discusses the neural cells related to goal localization in the mammalian brain, including different groups of neurons that play a role in different navigation stages, and their influence on navigation behavior.

NEURON (2022)

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Article Neurosciences

Explicit and implicit depth-cue integration: Evidence of systematic biases with real objects

Carlo Campagnoli et al.

Summary: Through experiments, participants exhibited a clear superadditivity effect in both tasks, indicating that adding depth cues leads to greater perceived depth. This effect was accurately predicted by the IC model, confirming that superadditivity is an inherent feature of depth estimation.

VISION RESEARCH (2022)

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Trilobite-inspired neural nanophotonic light-field camera with extreme depth-of-field

Qingbin Fan et al.

Summary: Inspired by the optical structure of trilobite compound eyes, the authors demonstrate a nanophotonic light-field camera capable of capturing high-resolution images at various scales by using a spin-multiplexed bifocal metalens array and neural network-based reconstruction. By integrating nanophotonic technology with computational photography, this camera eliminates optical aberrations induced by the metalens and provides potential for future high-performance imaging systems.

NATURE COMMUNICATIONS (2022)

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A topological solution to object segmentation and tracking

Thomas Tsao et al.

Summary: This article discusses the segmentation and tracking of objects, proposing a surface representation method based on the mathematical structure of light rays. It shows that objects can be segmented and tracked without learning.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2022)

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Learning to see in depth

Dennis M. Levi

Summary: This review discusses the importance of stereopsis in our daily lives, as well as the development and limitations of normal binocular vision and stereopsis neural substrate. It also examines the factors that limit the typical development of stereopsis, the causes and consequences of stereo-deficiency and stereo-blindness, and introduces several approaches to improving or recovering stereopsis.

VISION RESEARCH (2022)

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Proceedings Paper Computer Science, Artificial Intelligence

Unsupervised Segmentation in Real-World Images via Spelke Object Inference

Honglin Chen et al.

Summary: This study demonstrates how to learn static grouping priors from motion self-supervision, and introduces a novel segmentation network, EISEN, which achieves significant improvement in self-supervised image segmentation.

COMPUTER VISION, ECCV 2022, PT XXIX (2022)

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Plenoxels: Radiance Fields without Neural Networks

Sara Fridovich-Keil et al.

Summary: We introduce Plenoxels, a system for photorealistic view synthesis using a sparse 3D grid representation with spherical harmonics. This representation can be optimized without neural components and achieves a two orders of magnitude faster speed compared to Neural Radiance Fields on benchmark tasks while maintaining visual quality.

2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022) (2022)

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Review Psychology, Experimental

How environmental movement constraints shape the neural code for space

Kate J. Jeffery

Summary: The study of neural code for space in rodents provides insights into how mammals, including humans, construct mental representations of space. The code is centered around hippocampal place cells, influenced by various spatial cell types, and combines self-motion and environmental information to create map-like representations. The cognitive map of space is shown to be flexible and adapted to movement possibilities in the environment.

COGNITIVE PROCESSING (2021)

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Article Robotics

Kimera: From SLAM to spatial perception with 3D dynamic scene graphs

Antoni Rosinol et al.

Summary: The article highlights the differences in perception between humans and robots, introducing a novel representation method - 3D dynamic scene graph (DSG), and developing Kimera for automatic construction of DSG from visual-inertial data. The research also includes a comprehensive evaluation of Kimera in real-life datasets and simulations, showing its competitive performance in real-time environment reconstruction and path planning.

INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH (2021)

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Article Ophthalmology

From boundaries to bumps: When closed (extremal) contours are critical

Benjamin Kunsberg et al.

Summary: The invariants underlying shape inference involve the relationship between various shapes and images, and a relaxed definition of occluding contour has been proposed, forming closed extremal curves that remain invariant across different renderings. These descriptors exist at the topological level, surrounding bumps, dents, and interior shape components, formalizing the characteristics of bump perception.

JOURNAL OF VISION (2021)

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Article Multidisciplinary Sciences

Slowed canonical progress in large fields of science

Johan S. G. Chu et al.

Summary: The increase in the number of papers published each year in academic fields may lead to stagnation rather than progress, as the deluge of new papers deprives reviewers and readers the cognitive slack required to fully recognize and understand novel ideas, and competition among many new ideas prevents the gradual accumulation of focused attention on a promising new idea.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)

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Borrowing bee brains

James Marshall

NEW SCIENTIST (2021)

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A decade of theory as reflected in Psychological Science (2009-2019)

Jonathon McPhetres et al.

Summary: The majority of research published in Psychological Science lacks cumulative theory, with only a small percentage explicitly testing predictions derived from theories. This raises questions about the theoretical foundation and contribution of psychology research.

PLOS ONE (2021)

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Letter Multidisciplinary Sciences

Conflicting shape percepts explained by perception cognition distinction

Paul Linton

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)

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Article Multidisciplinary Sciences

Binocular vision and the control of foot placement during walking in natural terrain

Kathryn Bonnen et al.

Summary: The coordination between visual and motor processes is crucial for selecting stable footholds in uneven terrains. The study examines the role of binocular vision in visuomotor control during walking over complex terrains, revealing a relationship between sensory uncertainty and gaze strategy, as well as systematic effects of binocular visual function deficits on gaze behavior.

SCIENTIFIC REPORTS (2021)

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Article Psychology, Experimental

Geometric Constraints of Visual Space

Casper J. Erkelens

Summary: Perspective space is a computational model based on geometric features of visual space and has been proven to describe visual perception of distance and size. The model requires functions to fulfill the requirements of straight lines transferring to visual space and parallel lines converging to vanishing points. The analytical function describing visual space has one free parameter, being the distance of the vanishing point.

I-PERCEPTION (2021)

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Article Multidisciplinary Sciences

Highly accurate protein structure prediction with AlphaFold

John Jumper et al.

Summary: Proteins are essential for life, and accurate prediction of their structures is a crucial research problem. Current experimental methods are time-consuming, highlighting the need for accurate computational approaches to address the gap in structural coverage. Despite recent progress, existing methods fall short of atomic accuracy in protein structure prediction.

NATURE (2021)

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Editorial Material Multidisciplinary Sciences

Biology must generate ideas as well as data

Paul Nurse

NATURE (2021)

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Article Multidisciplinary Sciences

Locally ordered representation of 3D space in the entorhinal cortex

Gily Ginosar et al.

Summary: Researchers discovered various types of spatial neurons in the brains of freely flying bats, including 3D border cells, 3D head-direction cells, and neurons with multiple 3D firing fields. The 3D grid cells exhibited only local order, unlike the global lattice arrangement seen in 2D grid cells, providing a locally ordered metric for space.

NATURE (2021)

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Article Multidisciplinary Sciences

Highly accurate protein structure prediction for the human proteome

Kathryn Tunyasuvunakool et al.

Summary: Using the AlphaFold method, the structural coverage of the proteome has been significantly expanded, covering 98.5% of human proteins with 58% of residues having confident predictions and 36% having very high confidence. Introducing new metrics to interpret the dataset and identify disordered regions, this study aims to provide high-quality predictions for generating biological hypotheses.

NATURE (2021)

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Article Neurosciences

Irregular distribution of grid cell firing fields in rats exploring a 3D volumetric space

Roddy M. Grieves et al.

Summary: The study found that in three-dimensional space, grid cells in rats exhibit different firing patterns compared to two-dimensional space, with more variable and irregularly arranged firing fields. This suggests that the self-organization of grid cells is influenced by the structure and movement affordances of the environment.

NATURE NEUROSCIENCE (2021)

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Letter Multidisciplinary Sciences

REPLY TO LINTON: Perspectival interference up close

Jorge Morales et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)

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Review Neurosciences

Binocular Vision and Stereopsis Across the Animal Kingdom

Jenny C. A. Read

Summary: Most animals have some degree of binocular overlap, which raises the question of integrating information from two different perspectives into a coherent whole. Binocular vision offers advantages such as increased ability to see around obstacles and enhanced contrast sensitivity. Studying stereopsis in different animals provides insights into the various forms of stereopsis beyond human vision.

ANNUAL REVIEW OF VISION SCIENCE, VOL 7, 2021 (2021)

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Edgar Sucar et al.

Summary: For the first time, a multilayer perceptron is used as the sole scene representation in a real-time SLAM system for a handheld RGB-D camera. The network is trained in live operation to build a dense, scene-specific implicit 3D model of occupancy and color, allowing for immediate tracking. The iMAP algorithm achieves real-time SLAM through continual training with dynamic information-guided pixel sampling for speed and efficient geometry representation.

2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2021) (2021)

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Theory Construction Methodology: A Practical Framework for Building Theories in Psychology

Denny Borsboom et al.

Summary: This article introduces a practical methodology called Theory Construction Methodology (TCM) to improve theory formation in psychology, consisting of five steps to construct explanatory theories. The emphasis is on the importance of the integrity, simplicity, and substantive credibility of the model, as well as the incorporation of TCM into the larger framework of scientific research. Additionally, a systematic university curriculum outline is proposed to educate psychologists in the process of theory formation.

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Invisible Hands and Fine Calipers: A Call to Use Formal Theory as a Toolkit for Theory Construction

Donald J. Robinaugh et al.

Summary: In recent years, there has been a growing concern among researchers about the crisis in psychological theory, with theories lacking an accumulation of knowledge. Despite Paul Meehl's proposed solution over 40 years ago, little improvement has been seen. To advance psychological theory, researchers must be provided with better tools to generate, evaluate, and develop theories.

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Why Psychology Needs to Stop Striving for Novelty and How to Move Towards Theory-Driven Research

Juliane Burghardt et al.

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Theory Before the Test: How to Build High-Verisimilitude Explanatory Theories in Psychological Science

Iris van Rooij et al.

Summary: Drawing on the philosophy of psychological explanation, it is suggested that psychological science should focus more on psychological capacities rather than just effects. By extending Marr's framework to other areas of psychology, such as social, developmental, and evolutionary psychology, new benefits can be brought to these fields. Theoretical analyses can endow a theory with minimal plausibility even before contact with empirical data, contributing to addressing critical issues in psychological science.

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The Theory Crisis in Psychology: How to Move Forward

Markus Eronen et al.

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Cuttlefish use stereopsis to strike at prey

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Vertical Lobes of the Mushroom Bodies Are Essential for View-Based Navigation in Australian Myrmecia Ants

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Mushroom Bodies Are Required for Learned Visual Navigation, but Not for Innate Visual Behavior, in Ants

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Probable nature of higher-dimensional symmetries underlying mammalian grid-cell activity patterns

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Weighted linear cue combination with possibly correlated error

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Long-term deprivation affects visual perception and cortex

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The visual perception of 3-D shape from multiple cues: Are observers capable of perceiving metric structure?

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Simultaneous localization and map-building using active vision

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Robots in invertebrate neuroscience

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A sensorimotor account of vision and visual consciousness

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