Image segmentation is a key task in computer vision and image processing with important applications such as scene understanding, medical image analysis, robotic perception …
S Zheng, J Lu, H Zhao, X Zhu, Z Luo… - Proceedings of the …, 2021 - openaccess.thecvf.com
Most recent semantic segmentation methods adopt a fully-convolutional network (FCN) with an encoder-decoder architecture. The encoder progressively reduces the spatial resolution …
M Niemeyer, A Geiger - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
Deep generative models allow for photorealistic image synthesis at high resolutions. But for many applications, this is not enough: content creation also needs to be controllable. While …
Z Tian, H Zhao, M Shu, Z Yang, R Li… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
State-of-the-art semantic segmentation methods require sufficient labeled data to achieve good results and hardly work on unseen classes without fine-tuning. Few-shot segmentation …
N Kim, D Kim, C Lan, W Zeng… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Referring image segmentation is an advanced semantic segmentation task where target is not a predefined class but is described in natural language. Most of existing methods for this …
CH Lee, Z Liu, L Wu, P Luo - Proceedings of the IEEE/CVF …, 2020 - openaccess.thecvf.com
Facial image manipulation has achieved great progress in recent years. However, previous methods either operate on a predefined set of face attributes or leave users little freedom to …
Unsupervised domain adaptation without accessing expensive annotation processes of target data has achieved remarkable successes in semantic segmentation. However, most …
Current state-of-the-art methods for image segmentation form a dense image representation where the color, shape and texture information are all processed together inside a deep …
Cascade is a classic yet powerful architecture that has boosted performance on various tasks. However, how to introduce cascade to instance segmentation remains an open …