Papers Portrait Segmentation
“Portrait Segmentation” 태그가 달린 논문 12편 · 필터 해제
Towards Imbalanced Motion: Part-Decoupling Network for Video Portrait Segmentation
Video portrait segmentation (VPS), aiming at segmenting prominent foreground portraits from video frames, has received much attention in recent years. However, simplicity of existing VPS datasets leads to a limitation on…
Portrait SegmentationSegmentationEasyPortrait -- Face Parsing and Portrait Segmentation Dataset
Recently, video conferencing apps have become functional by accomplishing such computer vision-based features as real-time background removal and face beautification. Limited variability in existing portrait segmentation…
DiversityDomain GeneralizationFace ParsingImage Segmentation+3Portrait Segmentation Using Deep Learning
A portrait is a painting, drawing, photograph, or engraving of a person, especially one depicting only the face or head and shoulders. In the digital world the portrait of a person is captured by having the person as a s…
Deep LearningPortrait SegmentationSegmentationPP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset
As the COVID-19 pandemic rampages across the world, the demands of video conferencing surge. To this end, real-time portrait segmentation becomes a popular feature to replace backgrounds of conferencing participants. Whi…
Portrait SegmentationSegmentationSemantic SegmentationPortrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models
Abstract: Image segmentation plays a central role in a broad range of applications, such as medical image analysis, autonomous vehicles, video surveillance and augmented reality. Portrait segmentation, which is a subse…
Autonomous VehiclesDeep LearningImage SegmentationMedical Image Analysis+3SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder
Designing a lightweight and robust portrait segmentation algorithm is an important task for a wide range of face applications. However, the problem has been considered as a subset of the object segmentation problem and l…
BlockingDecoderPortrait SegmentationSegmentation+1Fast Portrait Segmentation with Highly Light-weight Network
In this paper, we describe a fast and light-weight portrait segmentation method based on a new highly light-weight backbone (HLB) architecture. The core element of HLB is a bottleneck-based factorized block (BFB) that ha…
Portrait SegmentationSegmentationExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules
Designing a lightweight and robust portrait segmentation algorithm is an important task for a wide range of face applications. However, the problem has been considered as a subset of the object segmentation problem. bvio…
Portrait SegmentationSegmentationSemantic SegmentationRegion Refinement Network for Salient Object Detection
Albeit intensively studied, false prediction and unclear boundaries are still major issues of salient object detection. In this paper, we propose a Region Refinement Network (RRN), which recurrently filters redundant inf…
Objectobject-detectionObject DetectionPortrait Segmentation+5Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation
Compared with other semantic segmentation tasks, portrait segmentation requires both higher precision and faster inference speed. However, this problem has not been well studied in previous works. In this paper, we propo…
Portrait SegmentationSegmentationSemantic SegmentationVocal Bursts Intensity PredictionRendering Portraitures from Monocular Camera and Beyond
Shallow Depth-of-Field (DoF) is a desirable effect in photography which renders artistic photos. Usually, it requires single-lens reflex cameras and certain photography skills to generate such effects. Recently, dual-len…
Image MattingPortrait SegmentationSegmentationBoundary-sensitive Network for Portrait Segmentation
Compared to the general semantic segmentation problem, portrait segmentation has higher precision requirement on boundary area. However, this problem has not been well studied in previous works. In this paper, we propose…
AttributeImage SegmentationPortrait SegmentationSegmentation+1