Papers Depth Image Upsampling
“Depth Image Upsampling” 태그가 달린 논문 6편 · 필터 해제
Guided Depth Map Super-resolution: A Survey
Guided depth map super-resolution (GDSR), which aims to reconstruct a high-resolution (HR) depth map from a low-resolution (LR) observation with the help of a paired HR color image, is a longstanding and fundamental prob…
Depth Image UpsamplingDepth Map Super-ResolutionImage Quality AssessmentSuper-Resolution+1Deep Attentional Guided Image Filtering
Guided filter is a fundamental tool in computer vision and computer graphics which aims to transfer structure information from guidance image to target image. Most existing methods construct filter kernels from the guida…
Collaborative FilteringDepth Image UpsamplingDepth Map Super-ResolutionCNN-based synthesis of realistic high-resolution LiDAR data
This paper presents a novel CNN-based approach for synthesizing high-resolution LiDAR point cloud data. Our approach generates semantically and perceptually realistic results with guidance from specialized loss-functions…
Depth Image UpsamplingPoint Cloud GenerationPoint Set UpsamplingSemantic Segmentation+2Depth Image Upsampling based on Guided Filter with Low Gradient Minimization
In this paper, we present a novel upsampling framework to enhance the spatial resolution of the depth image. In our framework, the upscaling of a low-resolution depth image is guided by a corresponding intensity images, …
Depth Image UpsamplingLearning Dynamic Guidance for Depth Image Enhancement
The depth images acquired by consumer depth sensors (e.g., Kinect and ToF) usually are of low resolution and insufficient quality. One natural solution is to incorporate with high resolution RGB camera for exploiting the…
Depth Image UpsamplingImage EnhancementImage RestorationMultipoint Filtering with Local Polynomial Approximation and Range Guidance
This paper presents a novel guided image filtering method using multipoint local polynomial approximation (LPA) with range guidance. In our method, the LPA is extended from a pointwise model into a multipoint model for r…
DenoisingDepth Image UpsamplingImage Denoising