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Paul Rosin

2 accepted papers

2024

Deep Generative Model based Rate-Distortion for Image Downscaling Assessment

CVPR 2024poster

In this paper we propose Image Downscaling Assessment by Rate-Distortion (IDA-RD) a novel measure to quantitatively evaluate image downscaling algorithms. In contrast to image-based methods that measure the quality of downscaled images ours is process-based that draws ideas from rate-distortion theo…

2019

Pose2Seg: Detection Free Human Instance Segmentation

CVPR 2019poster

The standard approach to image instance segmentation is to perform the object detection first, and then segment the object from the detection bounding-box. More recently, deep learning methods like Mask R-CNN perform them jointly. However, little research takes into account the uniqueness of the "hu…

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