Essays about: "Structural Similarity Index SSIM ."

Showing result 1 - 5 of 17 essays containing the words Structural Similarity Index SSIM ..

1. 1. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Alex Peschel; [2023]
   Keywords : Artificial Intelligence; Microorganisms; Segmentation; Synthesizing; Augmentation;

   Abstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE

3. 2. Using Generative Adversarial Networks for H&E-to-HER2 Stain Translation in Digital Pathology Images

   University essay from Linköpings universitet/Institutionen för medicinsk teknik

   Author : William Tirmén; [2023]
   Keywords : Machine learning; Artificial intelligence; Digital pathology; Image processing; Generative adversarial networks; Image-to-image translation;

   Abstract : In digital pathology, hematoxylin & eosin (H&E) is a routine stain which is performed on most clinical cases and it often provides clinicians with sufficient information for diagnosis. However, when making decisions on how to guide breast cancer treatment, immunohistochemical staining of human epidermal growth factor 2 (HER2 staining) is also needed. READ MORE

4. 3. Using Approximate Computing Circuits to Optimize Power of an ASIC

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Padmashree Nuggehalli Srinivasa; Shi-Tien Hsing; [2023]
   Keywords : ASIC; Power; Optimization; Approximate Arithmetic Circuits; Approximate Computing; Technology; Technology and Engineering;

   Abstract : The growing demand for network cameras to support real-time image processing and machine-learning applications has created a need for low-power solutions. Although technology scaling makes complex computations feasible, voltage scaling is limited, leading to higher power density and dark silicon problems. READ MORE

5. 4. Analysis and Evaluation ofVisuospatial Complexity Models

   University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

   Author : Bashar Hammami; Mjed Afram; [2022]
   Keywords : Complexity; Visual Complexity; Visuospatial Complexity; Strauctural Similarity Index Measurement; SSIM; Visual Clutter; Feature Congestion; Subband Entropy;

   Abstract : Visuospatial complexity refers to the level of detail or intricacy present within a scene, takinginto account both spatial and visual properties of the dynamic scene or the place (e.g.moving images, everyday driving, video games and other immersive media). There havebeen several studies on measuring visual complexity from various viewpoints, e. READ MORE

6. 5. Maximizing performance gain of Variable Rate Shading tier 2 while maintaining image quality : Using post processing effects to mask image degradation

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Fredrik Lind; Andrés Diaz Escalante; [2021]
   Keywords : Variable Rate Shading; VRS; Adaptive shading; Rendering optimization; Image based shading; Variable Rate Shading; VRS; Adaptiv skuggning; Renderingsoptimering; Bildbaserad skuggning;

   Abstract : Background. Performance optimization is of great importance for games as it constrains the possibilities of content or complexity of systems. Modern games support high resolution rendering but higher resolutions require more pixels to be computed and solutions are needed to reduce this workload. READ MORE