Local masking in natural images: a database and analysis.

Abstract:

:Studies of visual masking have provided a wide range of important insights into the processes involved in visual coding. However, very few of these studies have employed natural scenes as masks. Little is known on how the particular features found in natural scenes affect visual detection thresholds and how the results obtained using unnatural masks relate to the results obtained using natural masks. To address this issue, this paper describes a psychophysical study designed to obtain local contrast detection thresholds for a database of natural images. Via a three-alternative forced-choice experiment, we measured thresholds for detecting 3.7 cycles/° vertically oriented log-Gabor noise targets placed within an 85 × 85-pixels patch (1.9° patch) drawn from 30 natural images from the CSIQ image database (Larson & Chandler, Journal of Electronic Imaging, 2010). Thus, for each image, we obtained a masking map in which each entry in the map denotes the root mean squared contrast threshold for detecting the log-Gabor noise target at the corresponding spatial location in the image. From qualitative observations we found that detection thresholds were affected by several patch properties such as visual complexity, fineness of textures, sharpness, and overall luminance. Our quantitative analysis shows that except for the sharpness measure (correlation coefficient of 0.7), the other tested low-level mask features showed a weak correlation (correlation coefficients less than or equal to 0.52) with the detection thresholds. Furthermore, we evaluated the performance of a computational contrast gain control model that performed fairly well with an average correlation coefficient of 0.79 in predicting the local contrast detection thresholds. We also describe specific choices of parameters for the gain control model. The objective of this database is to provide researchers with a large ground-truth dataset in order to further investigate the properties of the human visual system using natural masks.

journal_name

J Vis

journal_title

Journal of vision

authors

Alam MM,Vilankar KP,Field DJ,Chandler DM

doi

10.1167/14.8.22

subject

Has Abstract

pub_date

2014-07-29 00:00:00

pages

22

issue

8

issn

1534-7362

pii

14.8.22

journal_volume

14

pub_type

杂志文章
  • Optimal observer model of single-fixation oddity search predicts a shallow set-size function.

    abstract::A common finding in oddity search, a search in which the target is unknown but defined to be different from the distractors, is that human performance remains insensitive or even improves with number of distractors (set size). A number of explanations based on perceptual and attentional mechanisms have been proposed t...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/7.10.1

    authors: Schoonveld W,Shimozaki SS,Eckstein MP

    更新日期:2007-07-06 00:00:00

  • Understanding rapid category detection via multiply degraded images.

    abstract::Rapid category detection, as discovered by S. Thorpe, D. Fize, and C. Marlot (1996), demonstrated that the human visual system can detect object categories in natural images in as little as 150 ms. To gain insight into this phenomenon and to determine its relevance to naturally occurring conditions, we degrade the sti...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/9.6.19

    authors: Nandakumar C,Malik J

    更新日期:2009-06-29 00:00:00

  • Collinear integration affects visual search at V1.

    abstract::Perceptual grouping plays an indispensable role in figure-ground segregation and attention distribution. For example, a column pops out if it contains element bars orthogonal to uniformly oriented element bars. Jingling and Tseng (2013) have reported that contextual grouping in a column matters to visual search behavi...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/13.10.24

    authors: Chow HM,Jingling L,Tseng CH

    更新日期:2013-08-29 00:00:00

  • Perceptual merging contributes to cueing effects.

    abstract::An uninformative exogenous cue speeds target detection if cue and target appear in the same location separated by a brief temporal interval. This finding is usually ascribed to the orienting of spatial attention to the cued location. Here we examine the role of perceptual merging of the two trial events in speeded tar...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/14.7.13

    authors: Krüger HM,MacInnes WJ,Hunt AR

    更新日期:2014-06-24 00:00:00

  • Asymmetry in the perception of motion in depth induced by moving cast shadows.

    abstract::An expanding object, which may represent an approaching motion, is easier to detect than a contracting one, which may represent a receding object. To confirm the generality of asymmetry in the detection of approaching and receding motions, we focused on the perception of apparent motion in depth created by moving cast...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/8.13.10

    authors: Imura T,Shirai N,Tomonaga M,Yamaguchi MK,Yagi A

    更新日期:2008-10-31 00:00:00

  • Inhibition of target detection in apparent motion trajectory.

    abstract::Letter discrimination performance is degraded when a letter is presented within an apparent motion (AM) trajectory of a spot. This finding suggests that the internal representation of AM stimuli can perceptually interact with other stimuli. In this study, we demonstrated that AM interference could also occur for patte...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/11.10.2

    authors: Hidaka S,Nagai M,Sekuler AB,Bennett PJ,Gyoba J

    更新日期:2011-09-07 00:00:00

  • Contrast-response functions for multifocal visual evoked potentials: a test of a model relating V1 activity to multifocal visual evoked potentials activity.

    abstract::The multifocal visual evoked potential (mfVEP) is largely generated in V1. To relate the electrical activity recorded from humans to recordings from single cells in nonhuman primate (V1) cortex, contrast-response functions for the human mfVEP were compared to predictions from a model of V1 activity (D. J. Heeger, A. C...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/6.5.4

    authors: Hood DC,Ghadiali Q,Zhang JC,Graham NV,Wolfson SS,Zhang X

    更新日期:2006-04-24 00:00:00

  • Feature-based attention modulates surround suppression.

    abstract::Stimuli appearing in the surround of the classical receptive field (CRF) can reduce neuronal firing and perceived contrast of a preferred stimulus in the CRF, a phenomenon referred to as surround suppression. Suppression is greatest when the surrounding stimulus has the same orientation and spatial frequency (SF) as t...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/15.1.29

    authors: Flevaris AV,Murray SO

    更新日期:2015-01-28 00:00:00

  • How is facial expression coded?

    abstract::Facial expression is theorized to be visually represented in a multidimensional expression space, relative to a norm. This norm-based coding is typically argued to be implemented by a two-pool opponent coding system. However, the evidence supporting the opponent coding of expression cannot rule out the presence of a t...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/15.1.1

    authors: Burton N,Jeffery L,Calder AJ,Rhodes G

    更新日期:2015-01-02 00:00:00

  • Individual differences in response precision correlate with adaptation bias.

    abstract::The internal representation of stimuli is imperfect and subject to bias. Noise introduced at initial encoding and during maintenance degrades the precision of representation. Stimulus estimation is also biased away from recently encountered stimuli, a phenomenon known as adaptation. Within a Bayesian framework, greate...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/18.13.18

    authors: Mattar MG,Carter MV,Zebrowitz MS,Thompson-Schill SL,Aguirre GK

    更新日期:2018-12-03 00:00:00

  • Visual search for transparency and opacity: attentional guidance by cue combination?

    abstract::A series of seven experiments explored search for opaque targets among transparent distractors or vice versa. Static stimuli produced very inefficient search. With moving items, search for an opaque target among transparent distractors was quite efficient while search for transparent targets was less efficient (Experi...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/5.3.9

    authors: Wolfe JM,Birnkrant RS,Kunar MA,Horowitz TS

    更新日期:2005-03-30 00:00:00

  • Dynamic interaction between retinal and extraretinal signals in motion integration for smooth pursuit.

    abstract::Due to the aperture problem, the initial direction of tracking responses to a translating bar is biased towards the direction orthogonal to the bar. This observation offers a powerful way to explore the interactions between retinal and extraretinal signals in controlling our actions. We conducted two experiments to pr...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/13.13.5

    authors: Bogadhi AR,Montagnini A,Masson GS

    更新日期:2013-11-04 00:00:00

  • Evidence for reciprocal antagonism between motion sensors tuned to coarse and fine features.

    abstract::Early visual processing analyses fine and coarse image features separately. Here we show that motion signals derived from fine and coarse analyses are combined in rather a surprising way: Coarse and fine motion sensors representing the same direction of motion inhibit one another and an imbalance can reverse the motio...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/7.12.8

    authors: Serrano-Pedraza I,Goddard P,Derrington AM

    更新日期:2007-09-20 00:00:00

  • Flowers in the Attic: Lateralization of the detection of meaning in visual noise.

    abstract::The brain is a slave to sense; we see and hear things that are not there and engage in ongoing correction of these illusory experiences, commonly termed pareidolia. The current study investigates whether the predisposition to see meaning in noise is lateralized to one hemisphere or the other and how this predispositio...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/jov.20.10.11

    authors: Cropper SJ,McCauley A,Gwinn OS,Bartlett M,Nicholls MER

    更新日期:2020-10-01 00:00:00

  • Perceived timing of new objects and feature changes.

    abstract::Recent psychophysical studies have shown that perceived timings of events can be dissociated from their physical temporal relationship. In the flash-lag effect (FLE), a flash presented at the same spatiotemporal position as a continuously moving stimulus is perceived to lag behind the moving stimulus. In the present s...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/9.7.5

    authors: Kanai R,Carlson TA,Verstraten FA,Walsh V

    更新日期:2009-07-09 00:00:00

  • Learning diagnostic features: the delta rule does Bubbles.

    abstract::It has been shown (Murray & Gold, 2004a) that the Bubbles paradigm for studying human perceptual identification can be formally analyzed and compared to reverse correlation methods when the underlying identification model is conceived as a linear amplifier (LAM). However the usefulness of a LAM for characterizing huma...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/13.8.17

    authors: Hannagan T,Grainger J

    更新日期:2013-07-17 00:00:00

  • Viewpoint oscillation improves the perception of distance travelled based on optic flow.

    abstract::When static observers are presented with a visual simulation of forward self-motion, they generally misestimate distance travelled relative to a previously seen distant target: It has been suggested that this finding can be accounted for by a "leaky path integration" model. In the present study, using a similar experi...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/16.15.4

    authors: Bossard M,Goulon C,Mestre DR

    更新日期:2016-12-01 00:00:00

  • The Davida Teller Award Lecture, 2016: Visual Brain Development: A review of "Dorsal Stream Vulnerability"-motion, mathematics, amblyopia, actions, and attention.

    abstract::Research in the Visual Development Unit on "dorsal stream vulnerability' (DSV) arose from research in two somewhat different areas. In the first, using cortical milestones for local and global processing from our neurobiological model, we identified cerebral visual impairment in infants in the first year of life. In t...

    journal_title:Journal of vision

    pub_type: 杂志文章,评审

    doi:10.1167/17.3.26

    authors: Atkinson J

    更新日期:2017-03-01 00:00:00

  • Visual search: the role of peripheral information measured using gaze-contingent displays.

    abstract::Two of the factors limiting progress in understanding the mechanisms of visual search are the difficulty of controlling and manipulating the retinal stimulus when the eyes are free to move and the lack of an ideal observer theory for fixation selection during search. Recently, we developed a method to precisely contro...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/6.9.1

    authors: Geisler WS,Perry JS,Najemnik J

    更新日期:2006-08-03 00:00:00

  • The perception of ego-motion change in environments with varying depth: Interaction of stereo and optic flow.

    abstract::When estimating ego-motion in environments (e.g., tunnels, streets) with varying depth, human subjects confuse ego-acceleration with environment narrowing and ego-deceleration with environment widening. Festl, Recktenwald, Yuan, and Mallot (2012) demonstrated that in nonstereoscopic viewing conditions, this happens de...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/16.9.4

    authors: Ott F,Pohl L,Halfmann M,Hardiess G,Mallot HA

    更新日期:2016-07-01 00:00:00

  • Cues for the control of ocular accommodation and vergence during postnatal human development.

    abstract::Accommodation and vergence help maintain single and focused visual experience while an object moves in depth. The relative importance of retinal blur and disparity, the primary sensory cues to accommodation and vergence, is largely unknown during development; a period when growth of the eye and head necessitate contin...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/8.16.14

    authors: Bharadwaj SR,Candy TR

    更新日期:2008-12-22 00:00:00

  • Distinguishing influences of overt and covert attention in anticipatory attentional target tracking.

    abstract::This study investigated the relative contributions of overt and covert attention on the apparent anticipatory nature of attention in two experiments, using two different object tracking tasks, both combined with a probe detection task. In Experiment 1, we investigated the distribution of attention for overtly and cove...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/17.4.3

    authors: Frielink-Loing AF,Koning A,van Lier R

    更新日期:2017-04-01 00:00:00

  • Motion perception by a moving observer in a three-dimensional environment.

    abstract::Perceiving three-dimensional object motion while moving through the world is hard: not only must optic flow be segmented and parallax resolved into shape and motion, but also observer motion needs to be taken into account in order to perceive absolute, rather than observer-relative motion. In order to simplify the las...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/13.2.15

    authors: Dupin L,Wexler M

    更新日期:2013-02-08 00:00:00

  • The geometric structure of color.

    abstract::Color is commonly described in terms of the three perceptual attributes-hue, saturation, and brightness-of which only hue has a qualitative nature, saturation and brightness being of a quantitative nature. A possible reason for such a phenomenological structure of the color manifold, and its geometric representation, ...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/15.1.16

    authors: Logvinenko AD

    更新日期:2015-01-14 00:00:00

  • Manual tracking enhances smooth pursuit eye movements.

    abstract::Previous studies have reported that concurrent manual tracking enhances smooth pursuit eye movements only when tracking a self-driven or a predictable moving target. Here, we used a control-theoretic approach to examine whether concurrent manual tracking enhances smooth pursuit of an unpredictable moving target. In th...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/15.15.11

    authors: Niehorster DC,Siu WW,Li L

    更新日期:2015-01-01 00:00:00

  • Eye guidance during real-world scene search: The role color plays in central and peripheral vision.

    abstract::The visual system utilizes environmental features to direct gaze efficiently when locating objects. While previous research has isolated various features' contributions to gaze guidance, these studies generally used sparse displays and did not investigate how features facilitated search as a function of their location...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/16.2.3

    authors: Nuthmann A,Malcolm GL

    更新日期:2016-01-01 00:00:00

  • Induction from a below-threshold chromatic pattern.

    abstract::Patterned backgrounds can induce large shifts in color appearance, even with patterns of only 10% S-cone contrast (S. K. Shevell & P. Monnier, 2005). The present study tested whether a background pattern could induce color shifts even at a below-threshold contrast. In the first experiment, S-cone contrast threshold fo...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/8.12.7

    authors: Monnier P,Shevell SK

    更新日期:2008-09-23 00:00:00

  • Pupil responses to high-level image content.

    abstract::The link between arousal and pupil dilation is well studied, but it is less known that other cognitive processes can trigger pupil responses. Here we present evidence that pupil responses can be induced by high-level scene processing, independent of changes in low-level features or arousal. In Experiment 1, we recorde...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/13.6.7

    authors: Naber M,Nakayama K

    更新日期:2013-05-17 00:00:00

  • Binocular contrast discrimination needs monocular multiplicative noise.

    abstract::The effects of signal and noise on contrast discrimination are difficult to separate because of a singularity in the signal-detection-theory model of two-alternative forced-choice contrast discrimination (Katkov, Tsodyks, & Sagi, 2006). In this article, we show that it is possible to eliminate the singularity by combi...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/16.5.12

    authors: Ding J,Levi DM

    更新日期:2016-01-01 00:00:00

  • What is second-order vision for? Discriminating illumination versus material changes.

    abstract::The human visual system is sensitive to second-order modulations of the local contrast (CM) or amplitude (AM) of a carrier signal. Second-order cues are detected independently of first-order luminance signals; however, it is not clear why vision should benefit from second-order sensitivity. Analysis of the first- and ...

    journal_title:Journal of vision

    pub_type: 杂志文章

    doi:10.1167/10.9.2

    authors: Schofield AJ,Rock PB,Sun P,Jiang X,Georgeson MA

    更新日期:2010-07-16 00:00:00