CVPR2019 | 29篇目標檢測相關論文匯總（含2D/3D/顯著性目標檢測等）
11.11 智慧上雲
雲服務器企業新用戶優先購，享雙11同等價格
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
解讀：https://zhuanlan.zhihu.com/p/58077936
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：CVPR2019 | 目標檢測新文：Generalized Intersection over Union
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：港中大-商湯聯合實驗室等提出：Guided Anchoring: 物體檢測器也能自己學 Anchor
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 論文解讀：CVPR2019 | CMU提出Single-Shot目標檢測最強算法：FSAF 一作直播：CVPR2019 專題直播 | CMU 諸宸辰:基於 Anchor-free 特征選擇模塊的單階目標檢測
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（目標檢測邊界框回歸損失算法） 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
解讀：CMU和曠視科技開源：KL-Loss目標檢測邊界框回歸新算法（CVPR2019）
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 作者：Jiangmiao Pang, Kai Chen, Jianping Shi, Huajun Feng, Wanli Ouyang, Dahua Lin 論文鏈接：https://arxiv.org/abs/1904.02701
解讀：浙大和商湯等提出：Libra RCNN目標檢測新算法（特征融合），CVPR2019
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 21、Towards Universal Object Detection by Domain Attention 作者：Xudong Wang, Zhaowei Cai, Dashan Gao, Nuno Vasconcelos 論文鏈接：https://arxiv.org/abs/1904.04402 項目鏈接：
http://www.svcl.ucsd.edu/projects/universal-detection/ 22、NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection 作者：Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang, Quoc V. Le 論文鏈接：https://arxiv.org/abs/1904.07392 23、Deep Anomaly Detection for Generalized Face Anti-Spoofing 作者：Daniel Pérez-Cabo, David Jiménez-Cabello, Artur Costa-Pazo, Roberto J. López-Sastre 論文鏈接：https://arxiv.org/abs/1904.08241 24、Cascaded Partial Decoder for Fast and Accurate Salient Object Detection 作者：Zhe Wu, Li Su, Qingming Huang 論文鏈接：https://arxiv.org/abs/1904.08739
25、A Simple Pooling-Based Design for Real-Time Salient Object Detection 作者：Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng, Jiashi Feng, Jianmin Jiang 論文鏈接：https://arxiv.org/abs/1904.09569 源碼鏈接：http://mmcheng.net/poolnet/
26、CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection 作者：Lu Zhang; Huchuan Lu ; Zhe Lin ; Jianming Zhang; You He 論文鏈接：https://drive.google.com/open?id=1JcZMHBXEX-7AR1P010OXg_wCCC5HukeZ （需要申請） 源碼鏈接：https://github.com/zhangludl/code-and-dataset-for-CapSal 27、Deep Fitting Degree Scoring Network for Monocular 3D Object Detection 作者：Lijie Liu1, Jiwen Lu, Chunjing Xu, Qi Tian, Jie Zhou 論文鏈接：https://arxiv.org/pdf/1904.12681.pdf 28、A Mutual Learning Method for Salient Object Detection with intertwined Multi-Supervision 作者：Runmin Wu, Mengyang Feng, Wenlong Guan, Dong Wang, Huchuan Lu, Errui Ding 論文鏈接：待定 源碼鏈接：
https://github.com/JosephineRabbit/MLMSNet 29、ScratchDet:Exploring to Train Single-Shot Object Detectors from Scratch(Oral) 作者：Rui Zhu, Shifeng Zhang, Xiaobo Wang, Longyin Wen, Hailin Shi, Liefeng Bo, Tao Mei 論文鏈接：https://arxiv.org/abs/1810.08425v3 源碼鏈接：
https://github.com/KimSoybean/ScratchDet
