WebNov 17, 2024 · Tan et al. developed a deep image retargeting network (IRNET), through which a pair of resized images with different sizes are generated from the original one, and then it is used to map the original image reversely by using a loss measure of cyclic perception consistency. This cyclic constraint mechanism can construct a stable image ... WebRetargeting is the process of adapting an image from one screen resolution to another, often with the change of the aspect ratio as well (Shamir and Sorkine, 2009). In real-time applications, global visual effects of the image can be preserved using scaling operators when interpolation scaling methods are employed.
Unsupervised stereoscopic image retargeting via view synthesis …
WebIn this paper, we propose a novel deep cyclic image retargeting approach, called Cycle-IR, to firstly implement image retargeting with a single deep model, without relying on … WebOur experiments showed that we achieved multi-operator image retargeting with less processing time by three orders of magnitude and the same quality as the original multi-operator-based method, which was the best-performing algorithm in retargeting tasks. Supplemental Material 3394171.3413857.mp4 Video file mp4 13.4 MB Play stream … rcf us仕様
Chuming Lin (林楚铭) - GitHub Pages
WebThis is a Tensorflow implementation of Cycle-IR approach for content-aware image retargeting. - Cycle-IR/README.md at master · mintanwei/Cycle-IR WebAug 4, 2024 · In [35], a deep cyclic image retargeting network was introduced to perform image scaling with a reverse mapping without depending on any accurate user annotations. These deep learning-based 2D image retargeting approaches achieve impressive target results without noticeable visual distortions. 2.2. Stereoscopic image retargeting WebOct 11, 2024 · Examples of suitable algorithms are described in “Image Retargetability” by Tang et al published in IEEE transactions on Multimedia 2024, “Cycle-IR: Deep Cyclic Image Retargeting” by Tan et al, “DeepIR: A Deep Semantics Driven Framework for Image Retargeting” by Lin et al or “Deep Video Inpainting” by Kim et al. Alternatively ... rcf vendor directory 2021