今日CS.CV计算机视觉论文速览
Wed, 21 Nov 2018
Totally 62 papers
Daily Computer Vision Papers
[1] Title: A Baseline for Multi-Label Image Classification Using Ensemble Deep CNN
Authors:Qian Wang, Ning Jia, Toby Breckon
[2] Title: Deep Convolutional Neural Network for Plant Seedlings Classification
Authors:Daniel K. Nkemelu, Daniel Omeiza, Nancy Lubalo
[3] Title: Single-Label Multi-Class Image Classification by Deep Logistic Regression
Authors:Qi Dong, Xiatian Zhu, Shaogang Gong
[4] Title: Shape-only Features for Plant Leaf Identification
Authors:Charlie Hewitt, Marwa Mahmoud
[5] Title: Structured Pruning for Efficient ConvNets via Incremental Regularization
Authors:Huan Wang, Qiming Zhang, Yuehai Wang, Haoji Hu
[6] Title: Temporal Shift Module for Efficient Video Understanding
Authors:Ji Lin, Chuang Gan, Song Han
[7] Title: Reversing Two-Stream Networks with Decoding Discrepancy Penalty for Robust Action Recognition
Authors:Yunbo Wang, Zhiyu Yao, Hongyu Zhu, Mingsheng Long, Jianmin Wang, Philip S Yu
[8] Title: LGLG-WPCA: An Effective Texture-based Method for Face Recognition
Authors:Chaorong Li, Huang Wei, Huafu Chen
[9] Title: Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector
Authors:Pravendra Singh, Manikandan R, Neeraj Matiyali, Vinay P. Namboodiri
[10] Title: Sensor Adaptation for Improved Semantic Segmentation of Overhead Imagery
Authors:Marc Bosch, Gordon A. Christie, Christopher M. Gifford
[11] Title: Stability Based Filter Pruning for Accelerating Deep CNNs
Authors:Pravendra Singh, Vinay Sameer Raja Kadi, Nikhil Verma, Vinay P. Namboodiri
[12] Title: IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
Authors:Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
[13] Title: An Efficient Optical Flow Based Motion Detection Method for Non-stationary Scenes
Authors:Junjie Huang, Wei Zou, Zheng Zhu, Jiagang Zhu
[14] Title: Assessing four Neural Networks on Handwritten Digit Recognition Dataset (MNIST)
Authors:Feiyang Chen, Nan Chen, Hanyang Mao, Hanlin Hu
[15] Title: Transferable Interactiveness Prior for Human-Object Interaction Detection
Authors:Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Hao-Shu Fang, Yan-Feng Wang, Cewu Lu
[16] Title: Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks
Authors:S. Mohammad Mostafavi I., Lin Wang, Yo-Sung Ho, Kuk-Jin Yoon
[17] Title: CGNet: A Light-weight Context Guided Network for Semantic Segmentation
Authors:Tianyi Wu, Sheng Tang, Rui Zhang, Yongdong Zhang
[18] Title: SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360 degree Images
Authors:Yeon Kun Lee, Jaeseok Jeong, Jong Seob Yun, Cho Won June, Kuk-Jin Yoon
[19] Title: Orthographic Feature Transform for Monocular 3D Object Detection
Authors:Thomas Roddick, Alex Kendall, Roberto Cipolla
[20] Title: Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images
Authors:Ning Yu, Larry Davis, Mario Fritz
[21] Title: Sketch-R2CNN: An Attentive Network for Vector Sketch Recognition
Authors:Lei Li, Changqing Zou, Youyi Zheng, Qingkun Su, Hongbo Fu, Chiew-Lan Tai
[22] Title: Unsupervised Learning of Shape Concepts - From Real-World Objects to Mental Simulation
Authors:Christian A. Mueller, Andreas Birk
[23] Title: Weakly Supervised Estimation of Shadow Confidence Maps in Ultrasound Imaging
Authors:Qingjie Meng, Matthew Sinclair, Veronika Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Alberto Gomez, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia Schnabel, Bernhard Kainz
[24] Title: How You See Me
Authors:Rohit Gandikota, Deepak Mishra
[25] Title: Adversarial point set registration
Authors:Sergei Divakov, Ivan Oseledets
[26] Title: Learning to Detect Instantaneous Changes with Retrospective Convolution and Static Sample Synthesis
Authors:Chao Chen, Sheng Zhang, Cuibing Du
[27] Title: Adversarial Feedback Loop
Authors:Firas Shama, Roey Mechrez, Alon Shoshan, Lihi Zelnik-Manor
[28] Title: Sequence-based Person Attribute Recognition with Joint CTC-Attention Model
Authors:Hao Liu, Jingjing Wu, Jianguo Jiang, Meibin Qi, Ren Bo
[29] Title: Pyramid Embedded Generative Adversarial Network for Automated Font Generation
Authors:Donghui Sun, Qing Zhang, Jun Yang
[30] Title: Bi-Adversarial Auto-Encoder for Zero-Shot Learning
Authors:Yunlong Yu, Zhong Ji, Yanwei Pang, Jichang Guo, Zhongfei Zhang, Fei Wu
[31] Title: Scene Graph Generation via Conditional Random Fields
Authors:Weilin Cong, William Wang, Wang-Chien Lee
[32] Title: Factorized Distillation: Training Holistic Person Re-identification Model by Distilling an Ensemble of Partial ReID Models
Authors:Pengyuan Ren, Jianmin Li
[33] Title: Practical Visual Localization for Autonomous Driving: Why Not Filter?
Authors:Anh-Dzung Doan, Thanh-Toan Do, Yasir Latif, Tat-Jun Chin, Ian Reid
[34] Title: Learning without Memorizing
Authors:Prithviraj Dhar, Rajat Vikram Singh, Kuan-Chuan Peng, Ziyan Wu, Rama Chellappa
[35] Title: Recurrent Iterative Gating Networks for Semantic Segmentation
Authors:Rezaul Karim, Md Amirul Islam, Neil D. B. Bruce
[36] Title: See far with TPNET: a Tile Processor and a CNN Symbiosis
Authors:Andrey Filippov, Oleg Dzhimiev
[37] Title: Visual Font Pairing
Authors:Shuhui Jiang, Zhaowen Wang, Aaron Hertzmann, Hailin Jin, Yun Fu
[38] Title: Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions
Authors:Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Yasunori Ishii, Sotaro Tsukizawa
[39] Title: Scalable Logo Recognition using Proxies
Authors:Istvan Fehervari, Srikar Appalaraju
[40] Title: Synthetic Lung Nodule 3D Image Generation Using Autoencoders
Authors:Steve Kommrusch, Louis-Noel Pouchet
[41] Title: Generating a Training Dataset for Land Cover Classification to Advance Global Development
Authors:Yoni Nachmany, Hamed Alemohammad
[42] Title: A Smart System for Selection of Optimal Product Images in E-Commerce
Authors:Abon Chaudhuri, Paolo Messina, Samrat Kokkula, Aditya Subramanian, Abhinandan Krishnan, Shreyansh Gandhi, Alessandro Magnani, Venkatesh Kandaswamy
[43] Title: Generalized Zero-Shot Recognition based on Visually Semantic Embedding
Authors:Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama
[44] Title: Automated Pain Detection from Facial Expressions using FACS: A Review
Authors:Zhanli Chen, Rashid Ansari, Diana Wilkie
[45] Title: Saliency Supervision: An Intuitive and Effective Approach for Pain Intensity Regression
Authors:Conghui Li, Zhaocheng Zhu, Yuming Zhao
[46] Title: Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability
Authors:Seelwan Sathitratanacheewin (1 and 2), Krit Pongpirul (1, 2, and 3) ((1) Department of Preventive and Social Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand, (2) Thai Health AI Foundation, Bangkok, Thailand, (3) Department of International Health and Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA)
[47] Title: Generative Model for Material Experiments Based on Prior Knowledge and Attention Mechanism
Authors:Mincong Luo, Xinfu He, Li Liu
[48] Title: Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
Authors:Adam Kortylewski, Mario Wieser, Andreas Morel-Forster, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth, Thomas Vetter
[49] Title: Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks
Authors:Audrey Chung, Paul Fieguth, Alexander Wong
[50] Title: Tukey-Inspired Video Object Segmentation
Authors:Brent A. Griffin, Jason J. Corso
[51] Title: Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding
Authors:Yao Li, Martin Renqiang Min, Wenchao Yu, Cho-Jui Hsieh, Thomas C.M. Lee, Erik Kruus
[52] Title: Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery
Authors:Mo Deng, Shuai Li, George Barbastathis
[53] Title: Slum Segmentation and Change Detection : A Deep Learning Approach
Authors:Shishira R Maiya, Sudharshan Chandra Babu
[54] Title: Automatic Three-Dimensional Cephalometric Annotation System Using Three-Dimensional Convolutional Neural Networks
Authors:Sung Ho Kang, Kiwan Jeon, Hak-Jin Kim, Jin Keun Seo, Sang-Hwy Lee
[55] Title: Visual SLAM-based Localization and Navigation for Service Robots: The Pepper Case
Authors:Cristopher Gómez, Matías Mattamala, Tim Resink, Javier Ruiz-del-Solar
[56] Title: A Semi-supervised Spatial Spectral Regularized Manifold Local Scaling Cut With HGF for Dimensionality Reduction of Hyperspectral Images
Authors:Ramanarayan Mohanty, SL Happy, Aurobinda Routray
[57] Title: ChainGAN: A sequential approach to GANs
Authors:Safwan Hossain, Kiarash Jamali, Yuchen Li, Frank Rudzicz
[58] Title: Lightweight Lipschitz Margin Training for Certified Defense against Adversarial Examples
Authors:Hajime Ono, Tsubasa Takahashi, Kazuya Kakizaki
[59] Title: Reinforcement Learning of Active Vision forManipulating Objects under Occlusions
Authors:Ricson Cheng, Arpit Agarwal, Katerina Fragkiadaki
[60] Title: Gradient-Coherent Strong Regularization for Deep Neural Networks
Authors:Dae Hoon Park, Chiu Man Ho, Yi Chang, Huaqing Zhang
[61] Title: A Comparative Study of Computational Aesthetics
Authors:Dogancan Temel, Ghassan AlRegib
[62] Title: Photorealistic Facial Synthesis in the Dimensional Affect Space
Authors:Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou
Interesting:
LS-DNN: 图像恢复任务分为了超分辨和量化相位复原任务，用三个网络实现恢复。分别训练高、低频通道DNN和合成DNN组合实验。
手绘草图识别：Sketch-R2CNN: An Attentive Network for Vector Sketch Recognition
全景照片上实现CNN：SpherePHD
通过加入注意力精炼损失来保持增量学习时的模型大小：Learning without Memorizing
ChainGAN,在传统生成器的基础上引入了序列,链式GAN来优化生成结果。
ref:
美东树叶数据集