Pierluigi Casale. (2008). Social Environment Description from Data Collected with a Wearable Device.
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Jose Luis Alba, A. Pujol, & Juan J. Villanueva. (2001). ST-SOM: A Shape+Texture Self Organizing Map..
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Alicia Fornes, Josep Llados, & Gemma Sanchez. (2005). Staff and graphical primitive segmentation in old handwritten music scores.
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Robert Benavente, Francesc Tous, Ramon Baldrich, & Maria Vanrell. (2002). Statical Modelling of a Colour Naming Space..
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Francesc Tous. (2002). Study of Colour Normalisation for Skin Detection..
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Senmao Li, Joost van de Weijer, Taihang Hu, Fahad Shahbaz Khan, Qibin Hou, Yaxing Wang, et al. (2023). StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing.
Abstract: A significant research effort is focused on exploiting the amazing capacities of pretrained diffusion models for the editing of images. They either finetune the model, or invert the image in the latent space of the pretrained model. However, they suffer from two problems: (1) Unsatisfying results for selected regions, and unexpected changes in nonselected regions. (2) They require careful text prompt editing where the prompt should include all visual objects in the input image. To address this, we propose two improvements: (1) Only optimizing the input of the value linear network in the cross-attention layers, is sufficiently powerful to reconstruct a real image. (2) We propose attention regularization to preserve the object-like attention maps after editing, enabling us to obtain accurate style editing without invoking significant structural changes. We further improve the editing technique which is used for the unconditional branch of classifier-free guidance, as well as the conditional one as used by P2P. Extensive experimental prompt-editing results on a variety of images, demonstrate qualitatively and quantitatively that our method has superior editing capabilities than existing and concurrent works.
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Anna Salvatella, Maria Vanrell, & Ramon Baldrich. (2003). Subtexture Components for Texture Description.
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A. Pujol, Jose Luis Alba, & Juan J. Villanueva. (2001). Supervised Hausdorff-based measures for face recognition..
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Angel Sappa. (2004). Surface Model Generation from Range Images of Industrial Environments.
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Oriol Ramos Terrades, Salvatore Tabbone, L. Wendling, & Ernest Valveny. (2004). Symbol Recognition based on a Multiresolution Analysis of the Radon Transform.
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Ernest Valveny, & Philippe Dosch. (2004). Symbol Recognition Contest: A Synthesis.
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Josep Llados, & Gemma Sanchez. (2003). Symbol Recognition Using Graphs.
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Marçal Rusiñol, & Josep Llados. (2005). Symbol Spotting in Technical Drawings Using Vectorial Signatures.
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Gemma Sanchez, & Josep Llados. (2003). Syntactic models to represent perceptually regular repetitive patterns in graphic documents.
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Gemma Sanchez, & Josep Llados. (2004). Syntactic models to represent perceptually regular repetitive patterns in graphic documents.
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