Zobrazeno 1 - 10
of 127
pro vyhledávání: '"Jiang, Aiwen"'
Bokeh rendering is one of the most popular techniques in photography. It can make photographs visually appealing, forcing users to focus their attentions on particular area of image. However, achieving satisfactory bokeh effect usually presents signi
Externí odkaz:
http://arxiv.org/abs/2410.14400
Continuous-Time Dynamic Graph (CTDG) precisely models evolving real-world relationships, drawing heightened interest in dynamic graph learning across academia and industry. However, existing CTDG models encounter challenges stemming from noise and li
Externí odkaz:
http://arxiv.org/abs/2407.08500
Image super-resolution pursuits reconstructing high-fidelity high-resolution counterpart for low-resolution image. In recent years, diffusion-based models have garnered significant attention due to their capabilities with rich prior knowledge. The su
Externí odkaz:
http://arxiv.org/abs/2406.16477
Transformers have recently emerged as a significant force in the field of image deraining. Existing image deraining methods utilize extensive research on self-attention. Though showcasing impressive results, they tend to neglect critical frequency in
Externí odkaz:
http://arxiv.org/abs/2402.04855
Image restoration has always been a cutting-edge topic in the academic and industrial fields of computer vision. Since degradation signals are often random and diverse, "all-in-one" models that can do blind image restoration have been concerned in re
Externí odkaz:
http://arxiv.org/abs/2312.06162
It remains challenging to deploy existing risk-averse approaches to real-world applications. The reasons are multi-fold, including the lack of global optimality guarantee and the necessity of learning from long-term consecutive trajectories. Long-ter
Externí odkaz:
http://arxiv.org/abs/2201.09857
Single image dehazing is a challenging ill-posed problem that has drawn significant attention in the last few years. Recently, convolutional neural networks have achieved great success in image dehazing. However, it is still difficult for these incre
Externí odkaz:
http://arxiv.org/abs/2102.12135
Crowd counting is an important task that shown great application value in public safety-related fields, which has attracted increasing attention in recent years. In the current research, the accuracy of counting numbers and crowd density estimation a
Externí odkaz:
http://arxiv.org/abs/2101.01479
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