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  2. List of datasets in computer vision and image processing

    en.wikipedia.org/wiki/List_of_datasets_in...

    3D models. Some are classified into WordNet synsets, like ImageNet. Partially classified into 3,135 categories. 3,000,000 models, 220,000 of which are classified. 3D models, class labels Predict class label. 2015 [56] Chang et al. ObjectNet3D Images, 3D shapes, and objects 100 categories. 90127 images, 201888 objects, 44147 3D shapes

  3. Human visual system model - Wikipedia

    en.wikipedia.org/wiki/Human_visual_system_model

    A human visual system model (HVS model) is used by image processing, video processing and computer vision experts to deal with biological and psychological processes that are not yet fully understood. Such a model is used to simplify the behaviors of what is a very complex system. As our knowledge of the true visual system improves, the model ...

  4. Active appearance model - Wikipedia

    en.wikipedia.org/wiki/Active_appearance_model

    The model was first introduced by Edwards, Cootes and Taylor in the context of face analysis at the 3rd International Conference on Face and Gesture Recognition, 1998. [1] Cootes, Edwards and Taylor further described the approach as a general method in computer vision at the European Conference on Computer Vision in the same year.

  5. Bag-of-words model - Wikipedia

    en.wikipedia.org/wiki/Bag-of-words_model

    The bag-of-words model (BoW) is a model of text which uses an unordered collection (a "bag") of words. It is used in natural language processing and information retrieval (IR). It disregards word order (and thus most of syntax or grammar) but captures multiplicity .

  6. Computer vision - Wikipedia

    en.wikipedia.org/wiki/Computer_vision

    Computer vision is an interdisciplinary field that deals with how computers can be made to gain high-level understanding from digital images or videos.From the perspective of engineering, it seeks to automate tasks that the human visual system can do.

  7. VGGNet - Wikipedia

    en.wikipedia.org/wiki/VGG-19

    The series was historically important as an early influential model designed by composing generic modules, whereas AlexNet (2012) was designed "from scratch". It was also instrumental in changing the standard convolutional kernels in CNN from large (up to 11-by-11 in AlexNet) to just 3-by-3, a decision that was only revised in ConvNext (2022).

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  9. Foreground detection - Wikipedia

    en.wikipedia.org/wiki/Foreground_detection

    This system estimates the background model from the median of all pixels of a number of previous images. The system uses a buffer with the pixel values of the last frames to update the median for each image. To model the background, the system examines all images in a given time period called training time. At this time, we only display images ...