Table of Contents
2019CVPR檢測論文20篇：
檢測
1、Stereo R-CNN based 3D Object Detection for Autonomous Driving
作者：Peiliang Li, Xiaozhi Chen, Shaojie Shen
論文鏈接：https://arxiv.org/abs/1902.09738
2、Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression
作者：Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak, Amir Sadeghian, Ian Reid, Silvio Savarese
論文鏈接：https://arxiv.org/abs/1902.09630
論文解讀：https://mp.weixin.qq.com/s/6QsyYtEVjavoLfU_lQF1pw
3、ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape 作者：Fabian Manhardt, Wadim Kehl, Adrien Gaidon
論文鏈接：https://arxiv.org/abs/1812.02781
4、Bi-Directional Cascade Network for Perceptual Edge Detection
作者：Jianzhong He, Shiliang Zhang, Ming Yang, Yanhu Shan, Tiejun Huang
論文鏈接：https://arxiv.org/abs/1902.10903
Github源碼：https://github.com/pkuCactus/BDCN
5、RepMet: Representative-based metric learning for classification and one-shot object detection
作者：Leonid Karlinsky, Joseph Shtok, Sivan Harary, Eli Schwartz, Amit Aides, Rogerio Feris, Raja Giryes, Alex M. Bronstein
論文鏈接：https://arxiv.org/abs/1806.04728
6、Region Proposal by Guided Anchoring
作者：Jiaqi Wang, Kai Chen, Shuo Yang, Chen Change Loy, Dahua Lin
論文鏈接：https://arxiv.org/abs/1901.03278
論文解讀：https://mp.weixin.qq.com/s/Sl958JkcJjy-HW9_c-SH4g
Github鏈接：https://github.com/open-mmlab/mmdetection
7、Less is More: Learning Highlight Detection from Video Duration
作者：Bo Xiong, Yannis Kalantidis, Deepti Ghadiyaram, Kristen Grauman
論文鏈接：https://arxiv.org/abs/1903.00859
8、AIRD: Adversarial Learning Framework for Image Repurposing Detection
作者：Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan
論文鏈接：https://arxiv.org/abs/1903.00788
9、Feature Selective Anchor-Free Module for Single-Shot Object Detection
作者：Chenchen Zhu, Yihui He, Marios Savvides
論文鏈接：https://arxiv.org/abs/1903.00621
10、Learning Attraction Field Representation for Robust Line Segment Detection
作者：Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang
論文鏈接：https://arxiv.org/abs/1812.02122
代碼鏈接：https://github.com/cherubicXN/afm_cvpr2019
11、Latent Space Autoregression for Novelty Detection
作者：Davide Abati, Angelo Porrello, Simone Calderara, Rita Cucchiara
論文鏈接：https://arxiv.org/abs/1807.01653
代碼鏈接: https://github.com/aimagelab/novelty-detection
12、Strong-Weak Distribution Alignment for Adaptive Object Detection
作者：Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko
論文鏈接：https://arxiv.org/abs/1812.04798
13、Few-shot Adaptive Faster R-CNN
作者：Tao Wang, Xiaopeng Zhang, Li Yuan, Jiashi Feng
論文鏈接：https://arxiv.org/abs/1903.09372
14、Attention Based Glaucoma Detection: A Large-scale Database and CNN Model
作者：Liu Li, Mai Xu, Xiaofei Wang, Lai Jiang, Hanruo Liu
論文鏈接：https://arxiv.org/abs/1903.10831
15、Bounding Box Regression with Uncertainty for Accurate Object Detection（目標檢測邊界框迴歸損失算法）
作者：Yihui He, Chenchen Zhu, Jianren Wang, Marios Savvides, Xiangyu Zhang
論文鏈接：https://arxiv.org/abs/1809.08545
代碼鏈接：https://github.com/yihui-he/KL-Loss
16、Precise Detection in Densely Packed Scenes
作者：Eran Goldman , Roei Herzig, Aviv Eisenschtat, Jacob Goldberger, Tal Hassner
論文鏈接：https://arxiv.org/abs/1904.00853
17、Activity Driven Weakly Supervised Object Detection
作者：Zhenheng Yang, Dhruv Mahajan, Deepti Ghadiyaram, Ram Nevatia, Vignesh Ramanathan
論文鏈接：https://arxiv.org/pdf/1904.01665.pdf
18、Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction
作者：Jason Ku, Alex D. Pon, Steven L. Waslander
論文鏈接：https://arxiv.org/pdf/1904.01690.pdf
19、Libra R-CNN: Towards Balanced Learning for Object Detection(目標檢測)
作者：Jiangmiao Pang, Kai Chen, Jianping Shi, Huajun Feng, Wanli Ouyang, Dahua Lin
論文鏈接：https://arxiv.org/abs/1904.02701
20、Moving Object Detection under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition
作者：Moein Shakeri, Hong Zhang
論文鏈接：https://arxiv.org/abs/1904.03175
行人重識別、行人檢測6篇
1、Dissecting Person Re-identification from the Viewpoint of Viewpoint
作者：Xiaoxiao Sun, Liang Zheng
論文鏈接：https://arxiv.org/abs/1812.02162
源碼鏈接：https://github.com/sxzrt/Dissecting-Person-Re-ID-from-the-Viewpoint-of-Viewpoint
2、Unsupervised Person Re-identification by Soft Multilabel Learning(行人再識別，Oral)
作者：Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai
論文鏈接：https://arxiv.org/abs/1903.06325
源碼鏈接：https://github.com/KovenYu/MAR
3、Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification
作者：Yifan Sun, Qin Xu, Yali Li, Chi Zhang, Yikang Li, Shengjin Wang, Jian Sun
論文鏈接：https://arxiv.org/abs/1904.00537
4、Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
作者：Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang
論文鏈接：https://arxiv.org/abs/1904.01990
代碼鏈接：https://github.com/zhunzhong07/ECN
5、SSA-CNN: Semantic Self-Attention CNN for Pedestrian Detection（行人檢測）
作者：Chengju Zhou,Meiqing Wu,Siew-Kei Lam
論文鏈接：https://arxiv.org/abs/1902.09080v1
論文摘要：本文將語義分割結果作爲自我關注線索進行探索，以顯着提高行人檢測性能。
6、High-level Semantic Feature Detection:A New Perspective for Pedestrian Detection（行人檢測）
作者：Wei Liu, Shengcai Liao, Weiqiang Ren, Weidong Hu, Yinan Yu
論文鏈接：https://arxiv.org/abs/1904.02948
人臉6篇
1、Disentangled Representation Learning for 3D Face Shape
作者：Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou
論文鏈接：https://arxiv.org/abs/1902.05978
2、Joint Face Detection and Facial Motion Retargeting for Multiple Faces
作者：Bindita Chaudhuri, Noranart Vesdapunt, Baoyuan Wang
論文鏈接：https://arxiv.org/abs/1902.10744
3、ArcFace: Additive Angular Margin Loss for Deep Face Recognition（人臉識別）
作者：Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou
論文鏈接：https://arxiv.org/abs/1801.07698
Demo鏈接：https://github.com/vita-epfl/openpifpafwebdemo
4、Linkage Based Face Clustering via Graph Convolution Network
作者：Zhongdao Wang, Liang Zheng, Yali Li, Shengjin Wang
論文鏈接：https://arxiv.org/abs/1903.11306
5、Learning to Cluster Faces on an Affinity Graph
作者：Lei Yang, Xiaohang Zhan, Dapeng Chen, Junjie Yan, Chen Change Loy, Dahua Lin
論文鏈接：https://arxiv.org/abs/1904.02749
6、Deep Tree Learning for Zero-shot Face Anti-Spoofing(Oral)
作者：Yaojie Liu, Joel Stehouwer, Amin Jourabloo, Xiaoming Liu
論文鏈接：https://arxiv.org/abs/1904.02860