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No-reference Quality Assessment of Text-to-Image Generation
Haitao Huang;Rongli Jia;Yuhong Zhang;Rong Xie;Li Song;Lin Li;Yanan Feng
2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
Year: 2024 | Conference Paper |
This paper proposes a novel no-reference quality assessment method for text-to-image generation. Text-to-image refers to the process of generating image content from textual descriptions using deep learning models. Although advances in technology and improvements in models have made it possible to generate some high-quality images, some generated images still exhibit unique distortions that reflec...Show More
Quality of Experience Assessment for Free-viewpoint Video
Rongli Jia;Yuhong Zhang;Jun Xu;Wenjun Zhang;Li Song;Lin Li;Yanan Feng
2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
Year: 2023 | Conference Paper |
The evaluation of free-viewpoint video (FVV) quality is essential for improving the quality of experience (QoE). Prior deep video quality assessment (VQA) approaches for FVV typically focused on either spatial or temporal distortions and lacked a comprehensive assessment considering the two aspects. In this paper, we provide an end-to-end no-reference video quality assessment (NRVQA) model for FVV...Show More
TSGAN: A Two-Stream Generative Adversarial Network for Bit-Depth Expansion
2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
Year: 2020 | Conference Paper |
Cited by: Papers (1)
The rapid development of display devices and the continuous improvement of visual quality requirements put urgent demands on high bit-depth (HBD) image, but most legacy data are stored and transmitted at low bit-depth (LBD). Bit-depth expansion (BDE) methods are designed to handle this dilemma by reconstructing HBD contents from LBD. But the expansion process often introduces artifacts such as fal...Show More
Native Resolution Detection for 4K-UHD Videos
2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
Year: 2020 | Conference Paper |
Cited by: Papers (1)
There are many resolution enhancement methods to produce 4K-UHD videos including interpolation and deep learning based Super-Resolution, but lack of details, aliasing and unnatural transition are still inevitable and affect viewer's immersive experience. Therefore, it is necessary to detect authenticity and native resolution of 4K-UHD videos. In this paper, we propose a new native resolution detec...Show More
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