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Quality assessment in the era of large models: A survey
Quality assessment, which evaluates the visual quality level of multimedia experiences, has
garnered significant attention from researchers and has evolved substantially through …
garnered significant attention from researchers and has evolved substantially through …
Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities
The advent of AI has influenced many aspects of human life, from self-driving cars and
intelligent chatbots to text-based image and video generation models capable of creating …
intelligent chatbots to text-based image and video generation models capable of creating …
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric
AI-driven video generation techniques have made significant progress in recent years.
However, AI-generated videos (AGVs) involving human activities often exhibit substantial …
However, AI-generated videos (AGVs) involving human activities often exhibit substantial …
HarmonyIQA: Pioneering Benchmark and Model for Image Harmonization Quality Assessment
Image composition involves extracting a foreground object from one image and pasting it
into another image through Image harmonization algorithms (IHAs), which aim to adjust the …
into another image through Image harmonization algorithms (IHAs), which aim to adjust the …
Omnidirectional Image Quality Assessment With Mutual Distillation
P Ma, L Liu, C **ao, D Xu - IEEE Transactions on Broadcasting, 2024 - ieeexplore.ieee.org
There exists complementary relationship between different projection formats of
omnidirectional images. However, most existing omnidirectional image quality assessment …
omnidirectional images. However, most existing omnidirectional image quality assessment …
Beyond the Brush: Fully-automated Crafting of Realistic Inpainted Images
The generation of partially manipulated images is rapidly becoming a significant threat to the
public's trust in online content. The proliferation of diffusion model-based tools that enable …
public's trust in online content. The proliferation of diffusion model-based tools that enable …
Internal Embeddings of Multi-modal LLMs as Generalizable Representations for Image Quality Assessment
One of the major challenges in no-reference (NR) image quality assessment (IQA) is the
ability to generalize to diverse quality assessment applications. Recently, multi-modal vision …
ability to generalize to diverse quality assessment applications. Recently, multi-modal vision …
MM-PCQA+: Advancing Multi-Modal Learning for Point Cloud Quality Assessment
The importance of visual quality in point clouds has been significantly underlined due to the
rapid rise in 3D vision applications which aim to deliver affordable and superior user …
rapid rise in 3D vision applications which aim to deliver affordable and superior user …