摘要: Multimedia Tools and Applications - Fusing the RGB and depth information can significantly improve the performance of semantic segmentation since the depth data represents the geometric...关键词: RGB-D Semantic Segmentation Edge Distillation Gate Deep Learning ...
Adversarial texture opti- mization from rgb-d scans. In Proceedings of the IEEE Inter- national Conference on Computer Vision and Pattern Recog- nition (CVPR), pages 1556–1565, 2020. 2 [18] Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A. Efros. Image-to-image translation wit...
对H× W× DH× W× D (高度××宽度××通道数) 的输入, FCN预测输出的最终结果为H× W× 1H× W× 1, 即对于任意尺寸的图像输入, FCN最终输出一个单通道的同尺寸数组, 这个数组中每个元素包含的值为预测出的原图像中相应位置像素点的所属类别. 这样的任务被称作语义分割任务. FCN的意义在于引入反...
我们将所提出的框架应用于 RGB 和 RGB-D 显着对象检测任务。大量的实验结果表明,我们的框架不仅可以实现准确的显着性预测,还可以实现与人类感知一致的有意义的不确定性图。* 题目: Vision Transformer for Small-Size Datasets* 链接: arxiv.org/abs/2112.1349* 作者: Seung Hoon Lee,Seunghyun Lee,Byung Cheol...
Full Resolution Image Compression with Recurrent Neural Networks This paper presents a set of full-resolution lossy image compression methods based on neural networks. Each of the architectures we describe can provide va... G Toderici,D Vincent,N Johnston,... - IEEE Computer Society 被引量: 10...
TAO Toolkit v5.2.0 UNET SegFormer Previous Mask Auto Labeler Next UNET © Copyright 2024, NVIDIA. Last updated on Mar 18, 2024.Topics NVIDIA TAO Toolkit v5.2.0 Introduction Overview Pretrained models Key Features How to Get Started TAO Toolkit Architecture Model Pruning Learning ...
X-Seq++: Takes RGB image and target semantic map as inputs:code This source code is inspired byPix2pix. Contributions If you have any questions/comments/bug reports, feel free to open a github issue or pull a request or e-mail to the author Hao Tang (bjdxtanghao@gmail.com). ...
Shotton, J., Glocker, B., Zach, C., Izadi, S., Criminisi, A., Fitzgibbon, A.: Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images. In: CVPR (2013) 46. Singh, G., Koˇsecka´, J.: Semantically Guided Geo-location and Modeling in Urban Environments. I...
1.5k RGB-D scans and reconstructions obtained with a Structure Sensor. It provides ground truth annotations for training, validation, and testing directly on the 3D reconstructions; it also includes approx. 2.5 mio RGB-D frames whose 2D annotations are derived using rendered 3D-to-2D pro...
After deriving the reference points for 𝐭h,w, we need to project them into the pixel coordinate in order to sample the image feature maps later: 𝐑𝐞𝐟h,wpix=𝒫pix(𝐑𝐞𝐟h,wworld)=𝒫pix({(x,y,zi)}), (8) where ...