Name
Title | ||
|---|---|---|
MISC: Multi-Condition Injection and Spatially-Adaptive Compositing for Conditional Person Image Synthesis |
Abstract | ||
|---|---|---|
In this paper, we explore synthesizing person images with multiple conditions for various backgrounds. To this end, we propose a framework named \"MISC\" for conditional image generation and image compositing. For conditional image generation, we improve the existing condition injection mechanisms by leveraging the inter-condition correlations. For the image compositing, we theoretically prove the weaknesses of the cutting-edge methods, and make it more robust by removing the spatially-invariance constraint, and enabling the bounding mechanism and the spatial adaptability. We show the effectiveness of our method on the Video Instance-level Parsing dataset, and demonstrate the robustness through controllability tests. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/CVPR42600.2020.00776 | CVPR |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
13 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shuchen Weng | 1 | 0 | 1.69 |
| Wenbo Li | 2 | 112 | 9.31 |
| Dawei Li | 3 | 60 | 10.43 |
| Hongxia Jin | 4 | 633 | 67.53 |
| Boxin Shi | 5 | 381 | 45.76 |