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International Journal of Computer Vision
Kluwer Academic Publishers
 
   
 
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  1-10 of 34 reviews Date Reviewed 
   Understanding image representations by measuring their equivariance and equivalence
Lenc K., Vedaldi A. International Journal of Computer Vision 127(5): 456-476, 2019.  Type: Article

As the number of artificial intelligence (AI)-based systems that support key aspects of our life, including health and security, increases exponentially, the demand for explainable AI has reached a peak in recent years. In the field of...

Jun 17 2019
  Zero-shot visual recognition via bidirectional latent embedding
Wang Q., Chen K. International Journal of Computer Vision 124(3): 356-383, 2017.  Type: Article

Humans are remarkably good at learning to recognize new object categories from just a few examples, a task still unreachable by machines. Unlike state-of-the-art visual recognition systems that typically require thousands of examples t...

Jul 18 2018
  Deep expectation of real and apparent age from a single image without facial landmarks
Rothe R., Timofte R., Van Gool L. International Journal of Computer Vision 126(2-4): 144-157, 2018.  Type: Article

Convolutional neural networks (CNN) have been a hot topic in the computer vision field. This paper attempts to use CNN for age estimation....

May 24 2018
  Salient object detection: a discriminative regional feature integration approach
Wang J., Jiang H., Yuan Z., Cheng M., Hu X., Zheng N. International Journal of Computer Vision 123(2): 251-268, 2017.  Type: Article

Visual saliency refers to the distinct subjective perceptual quality that allows a particular object in a scene to stand out from the background and from other neighboring objects to grab our attention. It is a fundamental problem in s...

Nov 1 2017
  Ray saliency: bottom-up visual saliency for a rotating and zooming camera
Warnell G., David P., Chellappa R. International Journal of Computer Vision 116(2): 174-189, 2016.  Type: Article

“Visual saliency refers to a distinct subjective perceptual quality that makes certain ... objects [or pixels] ... stand out” from their neighbors [1]. It is frequently studied to understand how the human vision sys...

May 25 2016
  A comprehensive performance evaluation of 3D local feature descriptors
Guo Y., Bennamoun M., Sohel F., Lu M., Wan J., Kwok N. International Journal of Computer Vision 116(1): 66-89, 2016.  Type: Article

For those that are working with 3D point clouds (for example, 3D keypoint detection, 3D local feature descriptors, 3D object recognition/classification/retrieval, 3D scene modeling and reconstruction, and 3D data registration, among ma...

Apr 27 2016
  Spiking deep convolutional neural networks for energy-efficient object recognition
Cao Y., Chen Y., Khosla D. International Journal of Computer Vision 113(1): 54-66, 2015.  Type: Article

A novel mechanism for converting convolutional neural networks (CNNs) to spiking neural networks (SNNs) to facilitate ready deployment, that is, mapping on spiking hardware architectures, is proposed in this paper....

Sep 28 2015
  People watching: human actions as a cue for single view geometry
Fouhey D., Delaitre V., Gupta A., Efros A., Laptev I., Sivic J. International Journal of Computer Vision 110(3): 259-274, 2014.  Type: Article

Detecting human actions is an active topic in computer vision. If successful, it has many important potential applications, from healthcare (for example, monitoring elderly people for falls at home), surveillance (detecting anti-social...

Feb 19 2015
   Fully automatic registration of image sets on approximate geometry
Corsini M., Dellepiane M., Ganovelli F., Gherardi R., Fusiello A., Scopigno R. International Journal of Computer Vision 102(1-3): 91-111, 2013.  Type: Article

With the development of data storage and acquisition hardware, we will be seeing more and more applications of photo-realistic 3D models. But we are not quite there yet, as the authors point out. Existing direct acquisition techniques ...

Aug 14 2013
   A machine-learning approach to keypoint detection and landmarking on 3D meshes
Creusot C., Pears N., Austin J. International Journal of Computer Vision 102(1-3): 146-179, 2013.  Type: Article, Reviews: (2 of 2)

Searching for point correspondences across pairs of images is a necessary preprocessing step for many applications involving 3D object retrieval and shape recognition, including stereo imaging, object tracking, depth imaging, and 3D me...

May 1 2013
 
 
 
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