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20132021
most citedCNN: Single-label to Multi-label

829 citations · 2.2k across the 40 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

cs.CV2021★ 287 cited

Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images

Lang Nie, Chunyu Lin, Kang Liao +2

Traditional feature-based image stitching technologies rely heavily on feature detection quality, often failing to stitch images with few features or low resolution. The learning-b…

cs.CV2021★ 153 cited

Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation

Bingfeng Zhang, Jimin Xiao, Jianbo Jiao +2

Weakly supervised semantic segmentation is receiving great attention due to its low human annotation cost. In this paper, we aim to tackle bounding box supervised semantic segmenta…

cs.CV2021★ 3 cited

Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow

Shangrong Yang, Chunyu Lin, Kang Liao +2

Distortion rectification is often required for fisheye images. The generation-based method is one mainstream solution due to its label-free property, but its naive skip-connection…

eess.IV2021★ 5 cited

Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering

Yakun Niu, Benedetta Tondi, Yao Zhao +2

Detection of inconsistencies of double JPEG artefacts across different image regions is often used to detect local image manipulations, like image splicing, and to localize them. I…

cs.MM2021★ 36 cited

Efficient video integrity analysis through container characterization

Pengpeng Yang, Daniele Baracchi, Massimo Iuliani +4

Most video forensic techniques look for traces within the data stream that are, however, mostly ineffective when dealing with strongly compressed or low resolution videos. Recent r…