Controlling memorability of face images

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August undefined, 2024

WebFlowGrad: Controlling the Output of Generative ODEs with Gradients ... Parameter Efficient Local Implicit Image Function Network for Face Segmentation Mausoom Sarkar · Nikitha S R · Mayur Hemani · Rishabh Jain · Balaji Krishnamurthy StyleGene: Crossover and Mutation of Region-level Facial Genes for Kinship Face Synthesis ... Web" memorability original image ! memorability Figure 1: Examples of modifying the memorability of faces while keeping identity and other attributes ﬁxed. Despite subtle changes, there is a signiﬁcant impact on the memo-rability of the modiﬁed images. interactions; even if a face seems friendly or attractive, if

Modifying the Memorability of Face Photographs …

WebJun 2, 2024 · ResMem can computationally score the memorability of any photograph in a generalizable way. The tool leverages a model built on two datasets from earlier experiments, in which thousands of participants viewed about 70,000 total images and reported what they remembered. WebApr 15, 2024 · Importantly, in the face-absent trials the middle image was replaced by a scene image (the non-face target) sampled randomly from 30 images, half with a high-memorability score of 0.88 ± 0.06 ... thela clan names

Understanding Image Memorability - ScienceDirect

WebThe other memorability measure computed for the LaMem images was based on the same principle, but penalized for false alarms (i.e., when participants press the space-bar for the first presentation of the image) in the way proposed by Khosla et al. (2013), who applied it to a dataset of face images (Bainbridge, Isola & Oliva, 2013). WebApr 1, 2024 · These images are highly controlled between conditions, to be equalized for other properties that could relate to memorability, including spatial frequency, color, age, race, gender, emotion, attractiveness, and false alarm rate (all p > 0.05; controlled using the Natural Image Statistical Toolbox: Bainbridge and Oliva, 2015 ). WebWe trained the face memorability assessors by ourselves and used memnet for object memorability assessor. We trained our models multiple times with different hyperparameters and options. We have provided all the python files for training the face memorability models. stylegan2_memo.ipynb is an interactive notebook for the project. … the lack or a lack

Controlling memorability of face images

WebJul 1, 2024 · Image memorability is typically investigated in the context of a recognition memory task (‘Have you seen this image before?’), quantified as described in Box 1. In … http://olivalab.mit.edu/Papers/Khosla-ModifyingMemorability-ICCV2013.pdf

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WebA collection of memorability scores, attribute rankings, and demographic information based on an experiment run with 10,168 natural face photographs that follow demographics of the 1990 US Census. It also includes a program to easily navigate the 10,000+ image dataset to create custom image sets based on memorability or several other attributes. WebControlling Memorability of Face Images Everyday, we are bombarded with many photographs of faces, whether on social media, television, or smartphones. From an …

http://olivalab.mit.edu/Papers/BainbridgeIsolaOliva_FaceMemorability_JEPG2013.pdf WebJan 28, 2024 · In order to test that visual memory schemas can capture image memorability we calculate the signal strength of the observers’ memory for the given images by using the sensitivity index, also...

WebJul 1, 2024 · Image memorability is typically investigated in the context of a recognition memory task (‘Have you seen this image before?’), quantified as described in Box 1. In … WebFeb 24, 2024 · Controlling Memorability of Face Images. Everyday, we are bombarded with many photographs of faces, whether on social media, television, or smartphones. From …

WebFeb 24, 2024 · The proposed method successfully modifies and controls the memorability of real human faces as well as unreal synthesized faces. Our proposed method can be …

WebControlling Memorability of Face Images Preprint Full-text available Feb 2024 Mohammad Younesi Yalda Mohsenzadeh Everyday, we are bombarded with many photographs of faces, whether on social... the la clubWebJan 28, 2024 · Compared to image memorability prediction, fewer works tackle the task of modifying the memorability of images, or that of generating images that are intended to … the la complex season 1 episode 1WebThese images are highly controlled 162 between conditions, to be equalized for other properties that could relate to memorability, 163 including spatial frequency, color, age, race, gender, emotion, attractiveness, and false alarm rate 164 (all p > 0.05; controlled using the Natural Image Statistical Toolbox: Bainbridge & Oliva, 2015). 165 The … the la clippers new arenaWebNov 1, 2013 · First, we find that memorability is an intrinsic feature of a face photograph-across observers some faces are consistently more remembered or forgotten than … the la costa cnpjWebMay 7, 2013 · A sample of the photos used to develop an algorithm that predicts image memorability. 1 The photos are scaled according to their experimentally measured memorability, with the most memorable photos appearing larger and in the center. Next, we assigned a ‘memorability score’ to each image, which was defined as the percent of … the la clippersWebFeb 24, 2024 · The proposed method successfully modifies and controls the memorability of real human faces as well as unreal synthesized faces. Our proposed method can be … the lacs discographyWebAug 1, 2024 · We selected human and robot face images from the stimulus set used in Mathur et al. (2024), which is a validated face corpus of robot, humanoid robot, and human face images that vary in mechano-humanness (MH).To control for low-level differences between human and robot face images that might impact face memorability, we … the lacrosse ball is made of solid rubber