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Deep Cropping via Attention Box Prediction and Aesthetics Assessment [PDF]
IEEE International Conference on Computer Vision, 2017 We model the photo cropping problem as a cascade of attention box regression and aesthetic quality classification, based on deep learning. A neural network is designed that has two branches for predicting attention bounding box and analyzing aesthetics ...
Shen, Jianbing, Wang, Wenguan
core +2 more sources
Personalized Image Aesthetics Assessment with Rich Attributes [PDF]
Computer Vision and Pattern Recognition, 2022 Personalized image aesthetics assessment (PIAA) is challenging due to its highly subjective nature. People's aesthetic tastes depend on diversified factors, including image characteristics and subject characters.
Yuzhe Yang +6 more
semanticscholar +1 more source
Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks
International Joint Conference on Artificial Intelligence, 2022 Challenges in image aesthetics assessment (IAA) arise from that images of different themes correspond to different evaluation criteria, and learning aesthetics directly from images while ignoring the impact of theme variations on human visual perception ...
Shuaiqi He +4 more
semanticscholar +1 more source
Scientific Reports, 2021 While there is an increasing shift in cognitive science to study perception of naturalistic stimuli, this study extends this goal to naturalistic contexts by assessing physiological synchrony across audience members in a concert setting ...
Anna Czepiel +5 more
doaj +1 more source
Frontiers in Psychology, 2022 As heritage is the precious treasure of human society, heritage also carries the genes of culture. It is of vital importance to effectively develop heritage tourism resources and explore the mechanisms that influence tourists’ cultural identity.
Wei Yang +4 more
semanticscholar +1 more source
Scientific Reports, 2022 The botulinum neurotoxin serotype A (BoNT/A) cuts a single peptide bond in SNAP25, an activity used to treat a wide range of diseases. Reengineering the substrate specificity of BoNT/A’s protease domain (LC/A) could expand its therapeutic applications ...
Rebekah P. Dyer +18 more
doaj +1 more source
An exploration of how creativity, functionality, and aesthetics are related in design
Research in Engineering Design, 2021 Creativity is considered to have a significant impact on the design process and its outcomes, while aesthetics and functionality are considered key characteristics of products. A relationship between creativity, aesthetics and functionality is, therefore,
Ji Han, H. Forbes, D. Schaefer
semanticscholar +1 more source
Plastic and Reconstructive Surgery, Global Open, 2020 Background:. Tear trough (TT) treatment with hyaluronic acid soft tissue fillers is an increasingly popular aesthetic procedure. The traditional needle technique is cited many times in the literature with no studies looking at the results, complications ...
Zoya Diwan, MBBS, BSc +5 more
doaj +1 more source
Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment
Computer Vision and Pattern Recognition, 2021 Learning computational models of image aesthetics can have a substantial impact on visual art and graphic design. Although automatic image aesthetics assessment is a challenging topic by its subjective nature, psychological studies have confirmed a ...
Dongyu She +3 more
semanticscholar +1 more source