【今日CV 计算机视觉论文速览】 25 Feb 2019
今日CS.CV计算机视觉论文速览
Mon, 25 Feb 2019
Totally 13 papers
Interesting:
📚美学评定方法,基于现有的深度学习模型，直接抽取全局、局部和场景的特征进行合成，并利用支持向量机来实现美学评判，无需训练新的神经网络。（from 武汉大学）
相关方法：
数据集：
AVA,paper and CUHKPQ
神经网络生成图像评价：https://github.com/titu1994/neural-image-assessment
综述文章：Image Aesthetic Assessment: An experimental survey
📚基于低质量图像的三维肩部骨骼重建，基于深度学习在小数量上对肩胛骨和肱骨进行联合分割和三维重建，并利用强化学习提高了重建质量。（from 罗格斯大学）
强化学习提高结果表现的流程：
ref：
参考文献：Multi-Atlas Segmentation with Joint Label Fusion ofOsteoporotic Vertebral Compression Fractures on CT
医学三维重建：
https://blog.csdn.net/shenziheng1/column/info/25449
https://blog.csdn.net/weifangmql/article/details/50234787
📚 两篇关于粒子喷射流的文章：
https://arxiv.org/pdf/1902.08570.pdf
https://arxiv.org/pdf/1902.08276.pdf
边缘卷积模块和对应的网络结构：
📚 基于实例洞察模型更新的跟踪系统,(from 费城 坦普尔大学)
区分目标之间以及区分背景的分布：
dataset：g JMC [22], AP [33], LMP [44] and AMIR [42]
多目标跟踪挑战赛：https://motchallenge.net/results/MOT16/
📚超光谱解混合的数据集，包含了36中混合情况，遍历了400nm-1000nm的256个波长。
数据采集设备：
各种混合图样（MYCB色系）：
Daily Computer Vision Papers
[1] Title: Towards end-to-end pulsed eddy current classification and regression with CNN
Authors:Xin Fu, Chengkai Zhang, Xiang Peng, Lihua Jian, Zheng Liu
[2] **Title: Image Aesthetics Assessment Using Composite Features from off-the-Shelf Deep Models
Authors:Xin Fu, Jia Yan, Cien Fan
[3] **Title: Effective 3D Humerus and Scapula Extraction using Low-contrast and High-shape-variability MR Data
Authors:Xiaoxiao He, Chaowei Tan, Yuting Qiao, Virak Tan, Dimitris Metaxas, Kang Li
[4] Title: The Multi-Lane Capsule Network (MLCN)
Authors:Vanderson Martins do Rosario, Edson Borin, Mauricio Breternitz Jr
[5] **Title: A laboratory-created dataset with ground-truth for hyperspectral unmixing evaluation
Authors:Min Zhao, Jie Chen, Zhe He
[6] Title: Lung Cancer Detection using Co-learning from Chest CT Images and Clinical Demographics
Authors:Jiachen Wang, Riqiang Gao, Yuankai Huo, Shunxing Bao, Yunxi Xiong, Sanja L. Antic, Travis J. Osterman, Pierre P. Massion, Bennett A. Landman
[7] **Title: Online Multi-Object Tracking with Instance-Aware Tracker and Dynamic Model Refreshment
Authors:Peng Chu, Heng Fan, Chiu C Tan, Haibin Ling
[8] Title: Blind Hyperspectral-Multispectral Image Fusion via Graph Laplacian Regularization
Authors:Chandrajit Bajaj, Tianming Wang
[9] Title: Jointly Sparse Convolutional Neural Networks in Dual Spatial-Winograd Domains
Authors:Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
[10] **Title: ParticleNet: Jet Tagging via Particle Clouds
Authors:Huilin Qu, Loukas Gouskos
[11] Title: Large-Scale Answerer in Questioner’s Mind for Visual Dialog Question Generation
Authors:Sang-Woo Lee, Tong Gao, Sohee Yang, Jaejun Yoo, Jung-Woo Ha
[12] Title: On the Sensitivity of Adversarial Robustness to Input Data Distributions
Authors:Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
[13] **Title: End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
Authors:Michael Andrews, John Alison, Sitong An, Patrick Bryant, Bjorn Burkle, Sergei Gleyzer, Meenakshi Narain, Manfred Paulini, Barnabas Poczos, Emanuele Usai
