The 3D-FUTURE benchmark is provided byAlibaba Topping Homestyler, and organized byAlibaba Tao Technology Departmentunder the3D-FUTURE Terms of Use. If you would like to download the 3D-FUTURE data, please apply for the dateset atTC Lab: 3D-FUTURE Dataset. If you have any questions, please ...
there is still a large gap between the current state of the art and industrial needs for 3D vision. One of the major reasons is that existing 3D shape benchmarks provide only 3D shapes with dreamlike or no textures. Another imperfection is that there is no large-scale dataset in which 3D...
Pix3d: Dataset and methods for single-image 3d shape modeling. In Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 2974–2983. Sun, Y., Liu, Z., Wang, Y., & Sarma, S. E. (2018b). Im2avatar: Colorful 3d reconstruction from a single image. arXiv:...
8.1 Testbed and Dataset 8.2 Experiment Setup 8.3 Performance 8.4 Robustness 8.5 Component Analysis 8.6 Overhead 9 RELATED WORK 10 DISCUSSION AND FUTURE WORK 11 CONCLUSION AND REFERENCES 10 DISCUSSION AND FUTURE WORK Supporting multiple tasks. As Panopticus is the initial endeavor toward adaptive omnidir...
Experimental results on a real-world dataset collected in Kobe City, Japan, from 2014 to 2015 show that our framework is efficient in terms of accuracy and time.doi:10.1007/978-981-16-3964-7_14Minh-Son DaoR. Uday KiranK. Zettsu
-they use the video sequences of the IJB-C dataset [30] to train generator, Gr -trained VGG-19 CNNs for the perceptual loss on the VGGFace2 dataset and CelebA dataset for face attribute classification (The VGGFace2 dataset contains 3.3M images depicting 9,131 identities, whereas CelebA ...
3DCellSeg performance on the ATAS, LRP, and Ovules datasets. [Note: Different cell instances were randomly assigned different colors. The LRP dataset images are annotated: the yellow circle shows where 3DCellSeg has made a mistake and the green circle shows that 3DCellSeg can segment cells tha...
Put the data filefolder under a given path (e.g., \data\CellSeg_dataset in my case) The data structure should be like: For HMS \data\CellSeg_dataset\HMS \raw \100.mha ... \segmentation \100.mha ... For ATAS \data\CellSeg_dataset\ATAS \plant1 \processed_tiffs \0hrs_plant1...
Figure 5. Examples of 3D skeletons and RGB images in the NTU RGB+D 120 dataset. The upper one shows “sit down” and the lower one shows “squat down”. The 3D human skeletons are on the left and the RGB image are on the right. From this dataset, we generated training and testing...
The MISR dataset used has already been rectified to the WGS84 ellipsoid and mapped into a Space Oblique Mercator (SOM) projection. The GOES dataset has also already been rectified to the GOES fixed-grid which is similarly a projection over the WGS84 ellipsoid. Using the MISR An camera as a...