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Modelling subjectivity in visual perception of orientation for image retrieval

D. Sánchez, J. Chamorro-Martı́nez, M.A. Vila
2003 Information Processing & Management  
In this paper we combine computer vision and data mining techniques to model high-level concepts for image retrieval, on the basis of basic perceptual features of the human visual system.  ...  The concepts so acquired can be used for image retrieval with the advantage that it is not needed to provide an image as a query.  ...  Uncertainty in the rules is used to represent subjectivity. Modelling such concepts is a powerful tool for image retrieval.  ... 
doi:10.1016/s0306-4573(02)00050-x fatcat:hihbn3hdsvg4tj4oe4ik4kzefy

KANSEI-BASED IMAGE RETRIEVAL WITH BAYESIAN DECISION MODELS AND RELEVANCE FEEDBACK

Yanyu GAO, Takashi UOZUMI, Yixin YIN
2008 Kansei Engineering International  
In this paper, we construct a KBIR system using scenery images as retrieval objects, which consists of three parts: visual features extraction, Kansei perception inference, and retrieval adjustment by  ...  A prototype image retrieval system has been developed, the experimental results of which showed that the Bayesian decision models are promising for such kind of ambiguous retrieval.  ...  Bianchi-Berthouze [6] constructed the adaptive computational user models to explain the subjective perception to natural scenes based on lots of subjective experiments and the neural networks.  ... 
doi:10.5057/kei.7.171 fatcat:gde2karnrzdblenifaspx6gr2u

Image Analysis: Focus on Texture Similarity

Thrasyvoulos N. Pappas, David L. Neuhoff, Huib de Ridder, Jana Zujovic
2013 Proceedings of the IEEE  
Texture is an important visual attribute both for human perception and image analysis systems.  ...  We emphasize the importance of signal characteristics and models of human perception, both for algorithm development and testing/validation.  ...  The use of such decompositions is motivated by human perception, as models of early visual processing [47] .  ... 
doi:10.1109/jproc.2013.2262912 fatcat:od4j2xzckvc53fouq3eraji22y

Overlapping Parietal Activity in Memory and Perception: Evidence for the Attention to Memory Model

Roberto Cabeza, Yonatan S. Mazuz, Jared Stokes, James E. Kragel, Marty G. Woldorff, Elisa Ciaramelli, Ingrid R. Olson, Morris Moscovitch
2011 Journal of Cognitive Neuroscience  
First, consistent with the AtoM model, orienting-related activity for memory and percep-tion overlapped in DPC, whereas detection-related activity for memory and perception overlapped in VPC.  ...  This model also hypothesizes that the attentional functions of DPC and VPC are similar for memory and perception.  ...  Reprint requests should be sent to Roberto Cabeza, Center for Cognitive Neuroscience, Duke University, Durham, NC 27708, or via e-mail: cabeza@duke.edu.  ... 
doi:10.1162/jocn_a_00065 pmid:21568633 pmcid:PMC3518433 fatcat:t6gdog3vzfczfc5f7tcos5beja

Spatial models of imagery for remembered scenes are more likely to advance (neuro)science than symbolic ones

Neil Burgess
2002 Behavioral and Brain Sciences  
Pictures, propositions, and primitives in the head The hypothesis that the primary visual cortex serves as a plasma screen for our subjective experience of visual images falters when faced with neuropsychological  ...  Viewpointdependent retrieval of remembered places can be modelled as an interaction between the parietal, place and head-direction systems, possibly accounting for their involvement in episodic memory  ... 
doi:10.1017/s0140525x02250049 fatcat:qbb3gmdaajgaxp5f45g4ncflcu

Perception and Memory Retrieval States are Reflected in Distributed Patterns of Background Functional Connectivity [article]

Y. Peeta Li, Yida Wang, Nicholas B. Turk-Browne, Brice A. Kuhl, J. Benjamin Hutchinson
2022 bioRxiv   pre-print
The same visual input can serve as the target of perception or as a trigger for memory retrieval depending on whether cognitive processing is externally oriented (perception) or internally oriented (memory  ...  While numerous human neuroimaging studies have characterized how visual stimuli are differentially processed during perception versus memory retrieval, perception and memory retrieval may also be associated  ...  In the Retrieve condition, they were asked to retrieve from memory the image associated with the visually presented image and to make a male/female or manmade/natural decision for that retrieved image  ... 
doi:10.1101/2022.09.14.507854 fatcat:4rzaeq7eq5bwtcvsjj27sqlnzi

Image Retrieval System with User Relevance Feedback

V. RAMACHANDRAN, Y. Sowjanya Kumari, P. Harini
2016 International journal of computer and communication technology  
The results demonstrate that it is much more efficient and effective than representative feature descriptors, such as Gabor features and multi-textons histogram, for image retrieval.  ...  Image retrieval approach by proposing a new image feature detector and descriptor, namely the micro-structure descriptor (MSD).  ...  The authors would like to thank the anonymous reviewers for their comments which were very helpful in improving the quality and presentation of this paper.  ... 
doi:10.47893/ijcct.2016.1346 fatcat:zh5fvqetajbrvib73umjmmx7bq

The rough side of texture: texture analysis through the lens of HVEI

Thrasyvoulos N. Pappas, Bernice E. Rogowitz, Thrasyvoulos N. Pappas, Huib de Ridder
2013 Human Vision and Electronic Imaging XVIII  
We consider advances in the understanding of human perception of textures and the development of texture analysis algorithms for practical applications.  ...  We cover perceptual models and algorithms for image halftoning, texture discrimination, texture segmentation, texture analysis/synthesis, perceptually and structurally lossless compression, content-based  ...  Several authors have proposed high-level attributes (or features) for the perception of visual texture.  ... 
doi:10.1117/12.2012991 dblp:conf/hvei/Pappas13 fatcat:wocfphj3gzhshl5anuiktr4wfm

Matching and retrieval based on the vocabulary and grammar of color patterns

A. Mojsilovic, J. Kovacevic, Jianying Hu, R.J. Safranek, S.K. Ganapathy
2000 IEEE Transactions on Image Processing  
The second research aspect is the actual implementation of the perceptual criteria and rules in an image retrieval system.  ...  Hence, we detect basic visual categories that people use in judgment of similarity, and design a computational model that accepts patterns as input, and depending on the query, produces a set of choices  ...  Davis for providing software for the subjective experiment, and J. Pinheiro for his help with the statistical analysis of the data. The authors also thank F. Juang for technical discussions and J.  ... 
doi:10.1109/83.817597 pmid:18255371 fatcat:s72r76ib6rbsrnztabjdqqysca

Image retrieval based on micro-structure descriptor

Guang-Hai Liu, Zuo-Yong Li, Lei Zhang, Yong Xu
2011 Pattern Recognition  
for image retrieval.  ...  Specifically, it has only 72 dimensions for full color images, and hence it is very efficient for image retrieval.  ...  The authors would like to thank the anonymous reviewers for their constructive comments.  ... 
doi:10.1016/j.patcog.2011.02.003 fatcat:oa3avqw72vh4boi5h2kniulh2a

Perceived Similarity and Visual Descriptions in Content-Based Image Retrieval

Yuan Zhong, Lei Ye, Wanqing Li, Philip Ogunbona
2007 Ninth IEEE International Symposium on Multimedia Workshops (ISMW 2007)  
Data was collected on how humans perceive similarity in images. Using images judged by humans to be similar, as ground truth, the performance of some MPEG-7 visual feature descriptors were evaluated.  ...  This forms a basis for the development of adaptive weight assignment to features depending on the query and retrieval task.  ...  Stephen Palmisano and Dr.Simone Favelle, School of Psychology, University of Wollongong, for valuable discussions and their guidance in the design of the psychological experiments.  ... 
doi:10.1109/ism.workshops.2007.38 fatcat:m3pyemk5pfh3ppu34hjyrhpq54

Perceived Similarity and Visual Descriptions in Content-Based Image Retrieval

Yuan Zhong, Lei Ye, Wanqing Li, Philip Ogunbona
2007 Ninth IEEE International Symposium on Multimedia Workshops (ISMW 2007)  
Data was collected on how humans perceive similarity in images. Using images judged by humans to be similar, as ground truth, the performance of some MPEG-7 visual feature descriptors were evaluated.  ...  This forms a basis for the development of adaptive weight assignment to features depending on the query and retrieval task.  ...  Stephen Palmisano and Dr.Simone Favelle, School of Psychology, University of Wollongong, for valuable discussions and their guidance in the design of the psychological experiments.  ... 
doi:10.1109/ismw.2007.4475967 fatcat:pljmetdn3vanlhmzp4t7j2s43m

Image Retrieval: Current Techniques, Promising Directions, and Open Issues

Yong Rui, Thomas S. Huang, Shih-Fu Chang
1999 Journal of Visual Communication and Image Representation  
This paper provides a comprehensive survey of the technical achievements in the research area of image retrieval, especially content-based image retrieval, an area that has been so active and prosperous  ...  image retrieval.  ...  For each visual feature, there exist multiple representations which model the human perception of that feature from different perspectives.  ... 
doi:10.1006/jvci.1999.0413 fatcat:xoiqxfnayvawfnfsvfynerq5ia

Where Am I Now? Distinct Roles for Parahippocampal and Retrosplenial Cortices in Place Recognition

R. A. Epstein, W. E. Parker, A. M. Feiler
2007 Journal of Neuroscience  
Subjects were scanned while retrieving different kinds of topographical and nontopographical information in response to visual scenes.  ...  A key component of spatial navigation is the ability to use visual information to ascertain where one is located and how one is oriented in the world.  ...  In contrast to the hypothesized PPA role in scene perception, the current results strongly implicate RSC in retrieval of longterm spatial knowledge.  ... 
doi:10.1523/jneurosci.0799-07.2007 pmid:17553986 fatcat:u7aiwks7qjakbalph2zz2tgin4

Spatio-temporal attention model for video content analysis

M. Guironnet, N. Guyader, D. Pellerin, P. Ladret
2005 IEEE International Conference on Image Processing 2005  
Most existing approaches extract the saliency of images in order to be used in multiple applications but they are not compared to human perception.  ...  Then we compare the attention model output for different videos with human judgment. A psychophysical experiment is proposed to compare the model with visual human perception and to validate it.  ...  The authors also thank the Vista Research team at Irisa/Inria Rennes for the use of the Motion2D software.  ... 
doi:10.1109/icip.2005.1530602 dblp:conf/icip/GuironnetGPL05 fatcat:yiwz2houonfszggeakqwtgqzvy
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