Search Results for author: Dingcheng Yue

Found 4 papers, 2 papers with code

Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality

no code implementations19 Dec 2020 Aliaksei Mikhailiuk, Maria Perez-Ortiz, Dingcheng Yue, Wilson Suen, Rafal K. Mantiuk

As the existing HDR quality datasets are limited in size, we created a Unified Photometric Image Quality dataset (UPIQ) with over 4, 000 images by realigning and merging existing HDR and standard-dynamic-range (SDR) datasets.

Image Compression Vocal Bursts Intensity Prediction

Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization

1 code implementation12 Apr 2020 Aliaksei Mikhailiuk, Clifford Wilmot, Maria Perez-Ortiz, Dingcheng Yue, Rafal Mantiuk

In this paper we propose ASAP, an active sampling algorithm based on approximate message passing and expected information gain maximization.

Video Quality Assessment

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark

no code implementations6 Sep 2018 Ning Xu, Linjie Yang, Yuchen Fan, Dingcheng Yue, Yuchen Liang, Jianchao Yang, Thomas Huang

End-to-end sequential learning to explore spatialtemporal features for video segmentation is largely limited by the scale of available video segmentation datasets, i. e., even the largest video segmentation dataset only contains 90 short video clips.

Image Segmentation Object +6

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

4 code implementations ECCV 2018 Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang

End-to-end sequential learning to explore spatial-temporal features for video segmentation is largely limited by the scale of available video segmentation datasets, i. e., even the largest video segmentation dataset only contains 90 short video clips.

Ranked #12 on Video Object Segmentation on YouTube-VOS 2018 (F-Measure (Unseen) metric)

Image Segmentation Object +7

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