[HTML][HTML] Predictive microstructure image generation using denoising diffusion probabilistic models
The rapid progress in artificial intelligence (AI) based image generation led to
groundbreaking achievements, like OpenAI's DALL-E 2, showcasing state-of-the-art …
groundbreaking achievements, like OpenAI's DALL-E 2, showcasing state-of-the-art …
Image quality assessment based on self-supervised learning and knowledge distillation
Q Sang, Z Shu, L Liu, C Hu, Q Wu - Journal of Visual Communication and …, 2023 - Elsevier
Deep neural networks have achieved great success in a wide range of machine learning
tasks due to their excellent ability to learn rich semantic features from high-dimensional data …
tasks due to their excellent ability to learn rich semantic features from high-dimensional data …
[PDF][PDF] Comparison hybrid techniques-based mixed transform using compression and quality metrics
Image quality plays a vital role in improving and assessing image compression
performance. Image compression represents big image data to a new image with a smaller …
performance. Image compression represents big image data to a new image with a smaller …
Unveiling the Limitations of Novel Image Quality Metrics
Subjective image quality measurement plays a crucial role in the advancement of image-
processing technologies. The primary goal of a visual quality metric is to reflect subjective …
processing technologies. The primary goal of a visual quality metric is to reflect subjective …
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation
In a widely popular analogy by Turing Award Laureate Yann LeCun, machine intelligence
has been compared to cake-where unsupervised learning forms the base, supervised …
has been compared to cake-where unsupervised learning forms the base, supervised …
[HTML][HTML] Dreaming of electrical waves: Generative modeling of cardiac excitation waves using diffusion models
Electrical waves in the heart form rotating spiral or scroll waves during life-threatening
arrhythmias, such as atrial or ventricular fibrillation. The wave dynamics are typically …
arrhythmias, such as atrial or ventricular fibrillation. The wave dynamics are typically …
Estimates of Temporal Edge Detection Filters in Human Vision
Edge detection is an important process in human visual processing. However, as far as we
know, few attempts have been made to map the temporal edge detection filters in human …
know, few attempts have been made to map the temporal edge detection filters in human …
Deep Perceptual Similarity is Adaptable to Ambiguous Contexts
This work examines the adaptability of Deep Perceptual Similarity (DPS) metrics to context
beyond those that align with average human perception and contexts in which the standard …
beyond those that align with average human perception and contexts in which the standard …