这篇文章主要围绕【今日CV计算机视觉论文速览】Mon,18Mar2019和计算机视觉论文网站展开，旨在为您提供一份详细的参考资料。我们将全面介绍【今日CV计算机视觉论文速览】Mon,18Mar2019

这篇文章主要围绕【今日CV 计算机视觉论文速览】Mon, 18 Mar 2019和计算机视觉论文网站展开，旨在为您提供一份详细的参考资料。我们将全面介绍【今日CV 计算机视觉论文速览】Mon, 18 Mar 2019的优缺点，解答计算机视觉论文网站的相关问题，同时也会为您带来【今日 CS 视觉论文速览】19 Dec 2018、【今日 CS 视觉论文速览】Thu, 13 Dec 2018、【今日 CV 视觉论文速览】28 Nov 2018、【今日 CV 计算机视觉论文速览】Thu, 28 Feb 2019的实用方法。

本文目录一览：

• 【今日CV 计算机视觉论文速览】Mon, 18 Mar 2019（计算机视觉论文网站）
• 【今日 CS 视觉论文速览】19 Dec 2018
• 【今日 CS 视觉论文速览】Thu, 13 Dec 2018
• 【今日 CV 视觉论文速览】28 Nov 2018
• 【今日 CV 计算机视觉论文速览】Thu, 28 Feb 2019

【今日CV 计算机视觉论文速览】Mon, 18 Mar 2019（计算机视觉论文网站）

今日CS.CV计算机视觉论文速览
Mon, 18 Mar 2019
Totally 48 papers

Daily Computer Vision Papers

[1] Title: Adversarial Joint Image and Pose Distribution Learning for Camera Pose Regression and Refinement
Authors:Mai Bui, Christoph Baur, Nassir Navab, Slobodan Ilic, Shadi Albarqouni
[2] Title: PifPaf: Composite Fields for Human Pose Estimation
Authors:Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi
[3] Title: Selective Kernel Networks
Authors:Xiang Li, Wenhai Wang, Xiaolin Hu, Jian Yang
[4] Title: Unsupervised and interpretable scene discovery with Discrete-Attend-Infer-Repeat
Authors:Duo Wang, Mateja Jamnik, Pietro Lio
[5] Title: Inserting Videos into Videos
Authors:Donghoon Lee, Tomas Pfister, Ming-Hsuan Yang
[6] Title: Multi-label Cloud Segmentation Using a Deep Network
Authors:Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler
[7] Title: Constrained Mutual Convex Cone Method for Image Set Based Recognition
Authors:Naoya Sogi, Rui Zhu, Jing-Hao Xue, Kazuhiro Fukui
[8] Title: Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification
Authors:Philip Sellars, Angelica Aviles-Rivero, Carola-Bibiane Schönlieb
[9] Title: Age prediction using a large chest X-ray dataset
Authors:Alexandros Karargyris, Satyananda Kashyap, Joy T Wu, Arjun Sharma, Mehdi Moradi, Tanveer Syeda-Mahmood
[10] Title: Alignment Based Matching Networks for One-Shot Classification and Open-Set Recognition
Authors:Paresh Malalur, Tommi Jaakkola
[11] Title: Multi-Representational Learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs
Authors:Saeed Masoudnia, Omid Mersa, Babak N. Araabi, Abdol-Hossein Vahabie, Mohammad Amin Sadeghi, Majid Nili Ahmadabadi
[12] Title: Bringing Blurry Alive at High Frame-Rate with an Event Camera
Authors:Liyuan Pan, Richard Hartley, Cedric Scheerlinck, Miaomiao Liu, Xin Yu, Yuchao Dai
[13] Title: Spiking-YOLO: Spiking Neural Network for Real-time Object Detection
Authors:Seijoon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
[14] Title: Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data
Authors:Nicolas Girard (UCA, TITANE), Guillaume Charpiat (TAU), Yuliya Tarabalka (UCA, TITANE)
[15] Title: GolfDB: A Video Database for Golf Swing Sequencing
Authors:William McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong
[16] Title: Phenotypic Profiling of High Throughput Imaging Screens with Generic Deep Convolutional Features
Authors:Philip T. Jackson, Yinhai Wang, Sinead Knight, Hongming Chen, Thierry Dorval, Martin Brown, Claus Bendtsen, Boguslaw Obara
[17] Title: SceneCode: Monocular Dense Semantic Reconstruction using Learned Encoded Scene Representation
Authors:Shuaifeng Zhi, Michael Bloesch, Stefan Leutenegger, Andrew J. Davison
[18] Title: DeepHuman: 3D Human Reconstruction from a Single Image
Authors:Zerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai, Yebin Liu
[19] Title: BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving
Authors:Jianru Xue, Jianwu Fang, Tao Li, Bohua Zhang, Pu Zhang, Zhen Ye, Jian Dou
[20] Title: Quality-aware Unpaired Image-to-Image Translation
Authors:Lei Chen, Le Wu, Zhenzhen Hu, Meng Wang
[21] Title: DFineNet: Ego-Motion Estimation and Depth Refinement from Sparse, Noisy Depth Input with RGB Guidance
Authors:Yilun Zhang, Ty Nguyen, Ian D. Miller, hreyas S. Shivakumar, Steven Chen, Camillo J. Taylor, Vijay Kumar
[22] Title: Did You Miss the Sign? A False Negative Alarm System for Traffic Sign Detectors
Authors:Quazi Marufur Rahman, Niko Sünderhauf, Feras Dayoub
[23] Title: Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation
Authors:Wei Feng, Wentao Liu, Tong Li, Jing Peng, Chen Qian, Xiaolin Hu
[24] Title: Unsupervised Deep Transfer Feature Learning for Medical Image Classification
Authors:Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael Fulham, Jinman Kim
[25] Title: Flickr1024: A Dataset for Stereo Image Super-Resolution
Authors:Yingqian Wang, Longguang Wang, Jungang Yang, Wei An, Yulan Guo
[26] Title: Unsupervised Person Re-identification by Soft Multilabel Learning
Authors:Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai
[27] Title: SimulCap : Single-View Human Performance Capture with Cloth Simulation
Authors:Tao Yu, Zerong Zheng, Yuan Zhong, Jianhui Zhao, Qionghai Dai, Gerard Pons-Moll, Yebin Liu
[28] Title: Pose Graph Optimization for Unsupervised Monocular Visual Odometry
Authors:Yang Li, Yoshitaka Ushiku, Tatsuya Harada
[29] Title: Show, Translate and Tell
Authors:Dheeraj Peri, Shagan Sah, Raymond Ptucha
[30] Title: Distance Preserving Grid Layouts
Authors:Gladys Hilasaca, Fernando V. Paulovich
[31] Title: Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction
Authors:Mingming Lu, Kunfang Zhang, Haiying Liu, Naixue Xiong
[32] Title: Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation
Authors:Tim Sodergren, Riddhish Bhalodia, Ross Whitaker, Joshua Cates, Nassir Marrouche, Shireen Elhabian
[33] Title: Conditional GANs For Painting Generation
Authors:Adeel Mufti, Biagio Antonelli, Julius Monello
[34] Title: Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field
Authors:Yi Liang, Xin Zhao, Alan J.X. Guo, Fei Zhu
[35] Title: Unpaired image denoising using a generative adversarial network in X-ray CT
Authors:Hyoung Suk Park, Jineon Baek, Sun Kyoung You, Jae Kyu Choi, Jin Keun Seo
[36] Title: Learning Robust Representations by Projecting Superficial Statistics Out
Authors:Haohan Wang, Zexue He, Zachary C. Lipton, Eric P. Xing
[37] Title: Active Transfer Learning for Persian Offline Signature Verification
Authors:Taraneh Younesian, Saeed Masoudnia, Reshad Hosseini, Babak N. Araabi
[38] Title: Demonstration of Vector Flow Imaging using Convolutional Neural Networks
Authors:Thomas Robins, Antonio Stanziola, Kai Reimer, Peter Weinberg, Meng-Xing Tang
[39] Title: Object tracking in video signals using Compressive Sensing
Authors:Marijana Kracunov, Milica Bastica, Jovana Tesovic
[40] Title: Learning Representations from Persian Handwriting for Offline Signature Verification, a Deep Transfer Learning Approach
Authors:Omid Mersa, Farhood Etaati, Saeed Masoudnia, Babak N. Araabi
[41] Title: SuperTML: Two-Dimensional Word Embedding and Transfer Learning Using ImageNet Pretrained CNN Models for the Classifications on Tabular Data
Authors:Baohua Sun, Lin Yang, Wenhan Zhang, Michael Lin, Patrick Dong, Charles Young, Jason Dong
[42] Title: Application-level Studies of Cellular Neural Network-based Hardware Accelerators
Authors:Qiuwen Lou, Indranil Palit, Tang Li, Andras Horvath, Michael Niemier, X. Sharon Hu
[43] Title: TinBiNN: Tiny Binarized Neural Network Overlay in about 5,000 4-LUTs and 5mW
Authors:Guy G.F. Lemieux, Joe Edwards, Joel Vandergriendt, Aaron Severance, Ryan De Iaco, Abdullah Raouf, Hussein Osman, Tom Watzka, Satwant Singh
[44] Title: Technically correct visualization of biological microscopic experiments
Authors:Ganna Platonova, Dalibor Stys, Pavel Soucek, Petr Machacek, Vladimir Kotal, Renata Rychtarikova
[45] Title: MFAS: Multimodal Fusion Architecture Search
Authors:Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie
[46] Title: Integrating NVIDIA Deep Learning Accelerator (NVDLA) with RISC-V SoC on FireSim
Authors:Farzad Farshchi, Qijing Huang, Heechul Yun
[47] Title: Stitching Videos from a Fisheye Lens Camera and a Wide-Angle Lens Camera for Telepresence Robots
Authors:Yanmei Dong, Mingtao Pei, Lijia Zhang, Bin Xu, Yuwei Wu, Yunde Jia
[48] Title: Learning to Generate the “Unseen” via Part Synthesis and Composition
Authors:Nadav Schor, Oren Katzir, Hao Zhang, Daniel Cohen-Or

Papers from arxiv.org

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【今日 CS 视觉论文速览】19 Dec 2018

今日 CS.CV 计算机视觉论文速览
Wed, 19 Dec 2018
Totally 45 papers

Daily Computer Vision Papers

[1] Title: Learning Direct Optimization for Scene Understanding
Authors:Lukasz Romaszko, Christopher K.I. Williams, John Winn
[2] Title: Learning a Probabilistic Model for Diffeomorphic Registration
Authors:Julian Krebs, Hervé Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi
[3] Title: FDSNet: Finger dorsal image spoof detection network using light field camera
Authors:Avantika Singh, Gaurav Jaswal, Aditya Nigam
[4] Title: A cortical-inspired model for orientation-dependent contrast perception: a link with Wilson-Cowan equations
Authors:Marcelo Bertalmío, Luca Calatroni, Valentina Franceschi, Benedetta Franceschiello, Dario Prandi
[5] Title: Handcrafted and Deep Trackers: A Review of Recent Object Tracking Approaches
Authors:Mustansar Fiaz, Arif Mahmood, Sajid Javed, Soon Ki Jung
[6] Title: Improving Face Detection Performance with 3D-Rendered Synthetic Data
Authors:Jian Han, Sezer Karaoglu, Hoang-An Le, Theo Gevers
[7] Title: SwipeCut: Interactive Segmentation with Diversified Seed Proposals
Authors:Ding-Jie Chen, Hwann-Tzong Chen, Long-Wen Chang
[8] Title: Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE
Authors:Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra
[9] Title: Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving
Authors:Yan Wang, Wei-Lun Chao, Divyansh Garg, Bharath Hariharan, Mark Campbell, Kilian Weinberger
[10] Title: SREdgeNet: Edge Enhanced Single Image Super Resolution using Dense Edge Detection Network and Feature Merge Network
Authors:Kwanyoung Kim, Se Young Chun
[11] Title: Explaining Neural Networks Semantically and Quantitatively
Authors:Runjin Chen, Hao Chen, Ge Huang, Jie Ren, Quanshi Zhang
[12] Title: Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images
Authors:Jiechao Ma, Xiang Li, Hongwei Li, Bjoern H Menze, Sen Liang, Rongguo Zhang, Wei-Shi Zheng
[13] Title: Recurrent Calibration Network for Irregular Text Recognition
Authors:Yunze Gao, Yingying Chen, Jinqiao Wang, Zhen Lei, Xiao-Yu Zhang, Hanqing Lu
[14] Title: Hybrid Loss for Learning Single-Image-based HDR Reconstruction
Authors:Kenta Moriwaki, Ryota Yoshihashi, Rei Kawakami, Shaodi You, Takeshi Naemura
[15] Title: Multi-Level Sequence GAN for Group Activity Recognition
Authors:Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
[16] Title: Composing Text and Image for Image Retrieval - An Empirical Odyssey
Authors:Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays
[17] Title: E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs
Authors:Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang
[18] Title: Towards Ophthalmologist Level Accurate Deep Learning System for OCT Screening and Diagnosis
Authors:Mrinal Haloi
[19] Title: Reading Industrial Inspection Sheets by Inferring Visual Relations
Authors:Rohit Rahul, Arindam Chowdhury, Animesh, Samarth Mittal, Lovekesh Vig
[20] Title: Style Transfer and Extraction for the Handwritten Letters Using Deep Learning
Authors:Omar Mohammed, Gerard Bailly, Damien Pellier
[21] Title: Deep Learning with Attention to Predict Gestational Age of the Fetal Brain
Authors:Liyue Shen, Katie Shpanskaya, Edward Lee, Emily McKenna, Maryam Maleki, Quin Lu, Safwan Halabi, John Pauly, Kristen Yeom
[22] Title: Ophthalmic Diagnosis and Deep Learning – A Survey
Authors:Sourya Sengupta, Amitojdeep Singh, Henry A.Leopold, Vasudevan Lakshminarayanan
[23] Title: On effective human robot interaction based on recognition and association
Authors:Avinash Kumar Singh
[24] Title: Real Time 3D Indoor Human Image Capturing Based on FMCW Radar
Authors:Hanqing Guo, Nan Zhang, Wenjun Shi, Saeed AlQarni, Shaoen Wu
[25] Title: Interval type-2 Beta Fuzzy Near set based approach to content based image retrieval
Authors:Yosr Ghozzi, Nesrine Baklouti, Hani Hagras, Mounir Ben Ayed, Adel M. Alimi
[26] Title: Probabilistic Attribute Tree in Convolutional Neural Networks for Facial Expression Recognition
Authors:Jie Cai, Zibo Meng, Ahmed Shehab Khan, Zhiyuan Li, James O’Reilly, Yan Tong
[27] Title: Channel-wise pruning of neural networks with tapering resource constraint
Authors:Alexey Kruglov
[28] Title: Simultaneous Recognition of Horizontal and Vertical Text in Natural Images
Authors:Chankyu Choi, Youngmin Yoon, Junsu Lee, Junseok Kim
[29] Title: OCTID: Optical Coherence Tomography Image Database
Authors:Peyman Gholami, Priyanka Roy, Mohana Kuppuswamy Parthasarathy, Vasudevan Lakshminarayanan
[30] Title: Unsupervised Single Image Dehazing Using Dark Channel Prior Loss
Authors:Alona Golts, Daniel Freedman, Michael Elad
[31] Title: 3D Point Cloud Learning for Large-scale Environment Analysis and Place Recognition
Authors:Zhe Liu, Shunbo Zhou, Chuanzhe Suo, Yingtian Liu, Hesheng Wang, Yun-Hui Liu
[32] Title: DSNet for Real-Time Driving Scene Semantic Segmentation
Authors:Wenfu Wang, Zhijie Pan
[33] Title: EventNet: Asynchronous recursive event processing
Authors:Yusuke Sekikawa, Kosuke Hara, Hideo Saito
[34] Title: Boundary loss for highly unbalanced segmentation
Authors:Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Éric Granger, Jose Dolz, Ismail Ben Ayed
[35] Title: 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
Authors:Ji Hou, Angela Dai, Matthias Nießner
[36] Title: Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis
Authors:Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
[37] Title: Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms
Authors:Mohammad Motamedi, Felix Portillo, Daniel Fong, Soheil Ghiasi
[38] Title: Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks
Authors:Stephen James, Paul Wohlhart, Mrinal Kalakrishnan, Dmitry Kalashnikov, Alex Irpan, Julian Ibarz, Sergey Levine, Raia Hadsell, Konstantinos Bousmalis
[39] Title: Interactive Naming for Explaining Deep Neural Networks: A Formative Study
Authors:Mandana Hamidi-Haines, Zhongang Qi, Alan Fern, Fuxin Li, Prasad Tadepalli
[40] Title: From Satellite Imagery to Disaster Insights
Authors:Jigar Doshi, Saikat Basu, Guan Pang
[41] Title: Fuzzy Controller of Reward of Reinforcement Learning For Handwritten Digit Recognition
Authors:Saber Malekzadeh
[42] Title: From FiLM to Video: Multi-turn Question Answering with Multi-modal Context
Authors:Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri
[43] Title: Multi Instance Learning For Unbalanced Data
Authors:Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer
[44] Title: Geometric Scattering on Manifolds
Authors:Michael Perlmutter, Guy Wolf, Matthew Hirn
[45] Title: Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge
Authors:Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng

Papers from arxiv.org

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【今日 CS 视觉论文速览】Thu, 13 Dec 2018

今日 CS.CV 计算机视觉论文速览
Thu, 13 Dec 2018
Totally 34 papers

Daily Computer Vision Papers

[1] Title: Adversarial Learning of Semantic Relevance in Text to Image Synthesis
Authors:Miriam Cha, Youngjune L. Gown, H.T. Kung
[2] Title: Features Extraction Based on an Origami Representation of 3D Landmarks
Authors:Juan Manuel Fernandez Montenegro, Mahdi Maktab Dar Oghaz, Athanasios Gkelias, Georgios Tzimiropoulos, Vasileios Argyriou
[3] Title: Fast Online Object Tracking and Segmentation: A Unifying Approach
Authors:Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H.S. Torr
[4] Title: Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
Authors:Yuhua Chen, Wen Li, Xiaoran Chen, Luc Van Gool
[5] Title: Long-Term Feature Banks for Detailed Video Understanding
Authors:Chao-Yuan Wu, Christoph Feichtenhofer, Haoqi Fan, Kaiming He, Philipp Krähenbühl, Ross Girshick
[6] Title: Real-Time Anomaly Detection With HMOF Feature
Authors:Huihui Zhu, Bin Liu, Guojun Yin, Yan Lu, Weihai Li, Nenghai Yu
[7] Title: Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video
Authors:Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu, Ling Shao
[8] Title: Rethink and Redesign Meta learning
Authors:Yunxiao Qin, Weiguo Zhang, Chenxu Zhao, Zezheng Wang, Jingping Shi
[9] Title: Subjective Annotations for Vision-Based Attention Level Estimation
Authors:Andrea Coifman, Péter Rohoska, Miklas S. Kristoffersen, Sven E. Shepstone, Zheng-Hua Tan
[10] Title: Tree-structured Kronecker Convolutional Networks for Semantic Segmentation
Authors:Tianyi Wu, Sheng Tang, Rui Zhang, Jintao Li
[11] Title: Semi-Supervised Learning for Face Sketch Synthesis in the Wild
Authors:Chaofeng Chen, Wei Liu, Xiao Tan, Kwan-Yee K. Wong
[12] Title: Separation of water and fat signal in whole-body gradient echo scans using convolutional neural networks
Authors:Jonathan Andersson (1), Håkan Ahlström (1 and 2), Joel Kullberg (1 and 2) ((1) Section of Radiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden, (2) Antaros Medical, Mölndal, Sweden)
[13] Title: Concentrated-Comprehensive Convolutions for lightweight semantic segmentation
Authors:Hyojin Park, Youngjoon Yoo, Geonseok Seo, Dongyoon Han, Sangdoo Yun, Nojun Kwak
[14] Title: CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation
Authors:Zhanwei Xu, Ziyi Wu, Jianjiang Feng
[15] Title: Automatic individual pig detection and tracking in surveillance videos
Authors:Lei Zhang, Helen Gray, Xujiong Ye, Lisa Collins, Nigel Allinson
[16] Title: Attentional Road Safety Networks
Authors:Sonu Gupta, Deepak Srivatsav, A. V. Subramanyam, Ponnurangam Kumaraguru
[17] Title: Robust Point Light Source Estimation Using Differentiable Rendering
Authors:Grégoire Nieto, Salma Jiddi, Philippe Robert
[18] Title: Weakly Supervised Instance Segmentation Using Hybrid Network
Authors:Shisha Liao, Yongqing Sun, Chenqiang Gao, Pranav Shenoy K P, Song Mu, Jun Shimamura, Atsushi Sagata
[19] Title: Spatial-Temporal Subset-based Digital Image Correlation: A General Framework
Authors:Yuxi Chi, Bing Pan
[20] Title: Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN
Authors:Shervin Minaee, Amirali Abdolrashidi
[21] Title: Efficient Super Resolution For Large-Scale Image Using Attentional GAN
Authors:Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan
[22] Title: Strong-Weak Distribution Alignment for Adaptive Object Detection
Authors:Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko
[23] Title: Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks
Authors:Peng Wang, Qi Wu, Jiewei Cao, Chunhua Shen, Lianli Gao, Anton van den Hengel
[24] Title: Extreme View Synthesis
Authors:Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H. Kim, Jan Kautz
[25] Title: Considering Race a Problem of Transfer Learning
Authors:Akbir Khan, Marwa Mahmoud
[26] Title: An efficient supervised dictionary learning method for audio signal recognition
Authors:Imad Rida, Romain Hérault, Gilles Gasso
[27] Title: Rotation Invariant Descriptors for Galaxy Morphological Classification
Authors:Hubert Cecotti
[28] Title: Femural Head Autosegmentation for 3D Radiotherapy Planning: Preliminary Results
Authors:Bruno A. G. da Silva, Alvaro L. Fazenda, Fabiano C. Paixao
[29] Title: Evaluating the Impact of Intensity Normalization on MR Image Synthesis
Authors:Jacob C. Reinhold, Blake E. Dewey, Aaron Carass, Jerry L. Prince
[30] Title: Recent Advances in Autoencoder-Based Representation Learning
Authors:Michael Tschannen, Olivier Bachem, Mario Lucic
[31] Title: Image Segmentation Based on Multiscale Fast Spectral Clustering
Authors:Chongyang Zhang, Guofeng Zhu, Minxin Chen, Hong Chen, Chenjian Wu
[32] Title: Non-local Operational Anisotropic Diffusion Filter
Authors:Fábio A. M. Cappabianco, Petrus P. C. E. da Silva
[33] Title: Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection
Authors:Milad Salem, Shayan Taheri, Jiann Shiun Yuan
[34] Title: ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features
Authors:Milad Salem, Shayan Taheri, Jiann Shiun-Yuan

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【今日 CV 视觉论文速览】28 Nov 2018

今日 CS.CV 计算机视觉论文速览
Wed, 28 Nov 2018
Totally 62 papers

Daily Computer Vision Papers

[1] Title: Deformable ConvNets v2: More Deformable, Better Results
Authors:Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai
[2] Title: Integrated Object Detection and Tracking with Tracklet-Conditioned Detection
Authors:Zheng Zhang, Dazhi Cheng, Xizhou Zhu, Stephen Lin, Jifeng Dai
[3] Title: Label-Noise Robust Generative Adversarial Networks
Authors:Takuhiro Kaneko, Yoshitaka Ushiku, Tatsuya Harada
[4] Title: Class-Distinct and Class-Mutual Image Generation with GANs
Authors:Takuhiro Kaneko, Yoshitaka Ushiku, Tatsuya Harada
[5] Title: FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery
Authors:Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee
[6] Title: Understanding and Improving Kernel Local Descriptors
Authors:Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondřej Chum
[7] Title: See before you see: Real-time high speed motion prediction using fast aperture-robust event-driven visual flow
Authors:Himanshu Akolkar, SioHoi Ieng, Ryad Benosman
[8] Title: Unprocessing Images for Learned Raw Denoising
Authors:Tim Brooks, Ben Mildenhall, Tianfan Xue, Jiawen Chen, Dillon Sharlet, Jonathan T. Barron
[9] Title: Bilinear Parameterization For Differentiable Rank-Regularization
Authors:Marcus Valtonen Örnhag, Carl Olsson, Anders Heyden
[10] Title: Automatic Face Aging in Videos via Deep Reinforcement Learning
Authors:Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le
[11] Title: MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices
Authors:Chi Nhan Duong, Kha Gia Quach, Ngan Le, Nghia Nguyen, Khoa Luu
[12] Title: Fast Object Detection in Compressed Video
Authors:Shiyao Wang, Hongchao Lu, Pavel Dmitriev, Zhidong Deng
[13] Title: Understanding the Importance of Single Directions via Representative Substitution
Authors:Li Chen, Hailun Ding, Qi Li, Zhuo Li, Jian Peng, Haifeng Li
[14] Title: Dense xUnit Networks
Authors:Idan Kligvasser, Tomer Michaeli
[15] Title: Eliminating Exposure Bias and Loss-Evaluation Mismatch in Multiple Object Tracking
Authors:Andrii Maksai, Pascal Fua
[16] Title: GarNet: A Two-stream Network for Fast and Accurate 3D Cloth Draping
Authors:Erhan Gundogdu, Victor Constantin, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann, Pascal Fua
[17] Title: Noise2Void - Learning Denoising from Single Noisy Images
Authors:Alexander Krull, Tim-Oliver Buchholz, Florian Jug
[18] Title: One-Shot Item Search with Multimodal Data
Authors:Jonghwa Yim, Junghun James Kim, Daekyu Shin
[19] Title: MagicVO: End-to-End Monocular Visual Odometry through Deep Bi-directional Recurrent Convolutional Neural Network
Authors:Jian Jiao, Jichao Jiao, Yaokai Mo, Weilun Liu, Zhongliang Deng
[20] Title: Deep Learned Frame Prediction for Video Compression
Authors:Serkan Sulun
[21] Title: Deep Geometric Prior for Surface Reconstruction
Authors:Francis Williams, Teseo Schneider, Claudio Silva, Denis Zorin, Joan Bruna, Daniele Panozzo
[22] Title: Beyond One Glance: Gated Recurrent Architecture for Hand Segmentation
Authors:Wei Wang, Kaicheng Yu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann
[23] Title: Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing
Authors:Fan Yang, Ryota Hinami, Yusuke Matsui, Steven Ly, Shin’ichi Satoh
[24] Title: Are 2D-LSTM really dead for offline text recognition?
Authors:Bastien Moysset, Ronaldo Messina
[25] Title: DSBI: Double-Sided Braille Image Dataset and Algorithm Evaluation for Braille Dots Detection
Authors:Renqiang Li, Hong Liu, Xiangdong Wan, Yueliang Qiang
[26] Title: UnDEMoN 2.0: Improved Depth and Ego Motion Estimation through Deep Image Sampling
Authors:Madhu Babu V, Swagat Kumar, Anima Majumder, Kaushik Das
[27] Title: Automatic Image Stylization Using Deep Fully Convolutional Networks
Authors:Feida Zhu, Yizhou Yu
[28] Title: Affinity Derivation and Graph Merge for Instance Segmentation
Authors:Yiding Liu, Siyu Yang, Bin Li, Wengang Zhou, Jizheng Xu, Houqiang Li, Yan Lu
[29] Title: Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters
Authors:Ugur Kart, Alan Lukezic, Matej Kristan, Joni-Kristian Kamarainen, Jiri Matas
[30] Title: Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects
Authors:Yusuke Niitani, Takuya Akiba, Tommi Kerola, Toru Ogawa, Shotaro Sano, Shuji Suzuki
[31] Title: Algae Detection Using Computer Vision and Deep Learning
Authors:Arabinda Samantaray, Baijian Yang, J. Eric Dietz, Byung-Cheol Min
[32] Title: CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation
Authors:Junsong Fan, Zhaoxiang Zhang, Tieniu Tan
[33] Title: Part-level Car Parsing and Reconstruction from Single Street View
Authors:Qichuan Geng, Feixiang Lu, Xinyu Huang, Sen Wang, Xinjing Cheng, Zhong Zhou, Ruigang Yang
[34] Title: From Recognition to Cognition: Visual Commonsense Reasoning
Authors:Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi
[35] Title: Noise-tolerant Audio-visual Online Person Verification using an Attention-based Neural Network Fusion
Authors:Suwon Shon, Tae-Hyun Oh, James Glass
[36] Title: Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization
Authors:Shirsendu Sukanta Halder, Kanjar De, Partha Pratim Roy
[37] Title: Probability-based Detection Quality (PDQ): A Probabilistic Approach to Detection Evaluation
Authors:David Hall, Feras Dayoub, John Skinner, Peter Corke, Gustavo Carneiro, Niko Sünderhauf
[38] Title: A Fully Sequential Methodology for Convolutional Neural Networks
Authors:Yiwen Huang, Rihui Wu, Pinglai Ou
[39] Title: Reconstruction Loss Minimized FCN for Single Image Dehazing
Authors:Shirsendu Sukanta Halder, Sanchayan Santra, Bhabatosh Chanda
[40] Title: Unsupervised Image Captioning
Authors:Yang Feng, Lin Ma, Wei Liu, Jiebo Luo
[41] Title: Tackling Early Sparse Gradients in Softmax Activation Using Leaky Squared Euclidean Distance
Authors:Wei Shen, Rujie Liu
[42] Title: Event-Based Structured Light for Depth Reconstruction using Frequency Tagged Light Patterns
Authors:T. Leroux, S.-H. Ieng, R. Benosman
[43] Title: Generating Attention from Classifier Activations for Fine-grained Recognition
Authors:Wei Shen, Rujie Liu
[44] Title: Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning
Authors:Xiao Wang, Tao Sun, Rui Yang, Chenglong Li, Bin Luo, Jin Tang
[45] Title: A Coarse-to-fine Deep Convolutional Neural Network Framework for Frame Duplication Detection and Localization in Video Forgery
Authors:Chengjiang Long, Arslan Basharat, Anthony Hoogs
[46] Title: Joint Monocular 3D Vehicle Detection and Tracking
Authors:Hou-Ning Hu, Qi-Zhi Cai, Dequan Wang, Ji Lin, Min Sun, Philipp Krähenbühl, Trevor Darrell, Fisher Yu
[47] Title: MIST: Multiple Instance Spatial Transformer Network
Authors:Baptiste Angles, Shahram Izadi, Andrea Tagliasacchi, Kwang Moo Yi
[48] Title: IGNOR: Image-guided Neural Object Rendering
Authors:Justus Thies, Michael Zollhöfer, Christian Theobalt, Marc Stamminger, Matthias Nießner
[49] Title: Learning View Priors for Single-view 3D Reconstruction
Authors:Hiroharu Kato, Tatsuya Harada
[50] Title: Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks
Authors:Jianyu Wang
[51] Title: Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning
Authors:Shruti Vyas, Yogesh S Rawat, Mubarak Shah
[52] Title: LSTA: Long Short-Term Attention for Egocentric Action Recognition
Authors:Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz
[53] Title: Attentive Relational Networks for Mapping Images to Scene Graphs
Authors:Mengshi Qi, Weijian Li, Zhengyuan Yang, Yunhong Wang, Jiebo Luo
[54] Title: Matching Features without Descriptors: Implicitly Matched Interest Points (IMIPs)
Authors:Titus Cieslewski, Michael Bloesch, Davide Scaramuzza
[55] Title: GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation
Authors:Christopher Bowles, Roger Gunn, Alexander Hammers, Daniel Rueckert
[56] Title: Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation
Authors:Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
[57] Title: Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
Authors:Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
[58] Title: Understanding Image Quality and Trust in Peer-to-Peer Marketplaces
Authors:Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge Belongie
[59] Title: Evolving Space-Time Neural Architectures for Videos
Authors:AJ Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo
[60] Title: Learning Robust Representations for Automatic Target Recognition
Authors:Justin A. Goodwin, Olivia M. Brown, Taylor W. Killian, Sung-Hyun Son
[61] Title: Adversarial Video Compression Guided by Soft Edge Detection
Authors:Sungsoo Kim, Jin Soo Park, Christos G. Bampis, Jaeseong Lee, Mia K. Markey, Alexandros G. Dimakis, Alan C. Bovik
[62] Title: Noisy Computations during Inference: Harmful or Helpful?
Authors:Minghai Qin, Dejan Vucinic

Papers from arxiv.org

---

Interesting:

• 基于深度学习的自动调色 (from 香港大学)
  
  
  数据集：Uniform, 场景分割 ADE20K

• 利用单张图像去噪 Noise2Void, 基于两个假设：
  信号与像素相关
  噪声与像素独立
  利用新设计的盲点网络来去除噪声 (from 德国马普研究所 MPI-CBG/PKS)
  
  
  
  最终的恢复效果 * ggg。

• Unprocessing Images for Learned Raw Denoising 提出图像逆处理，将图像根据成像过程转换为调色、gamma 调节、白平衡、色域转换等流程，通过直接处理原始图像传感器的原始测量数据来去噪。Darmstadt Noise 数据集上得到了 14%-38% 的提升和 9×-18× 训练加速。（from Google， Berkeley）

• FineGAN, 分层解耦了背景、主体形状和主体外观，来实现细粒度的生成。(from 戴维斯分校 CA）
  
  无需细粒度标注的情况下，通过将不同因素的隐空间编码及其相关关系与信息论联系起来：
  

• 可变形卷积网络 v2 通过引入更复杂地整合可变形卷积以及利用调制机制来减弱不相关图像信息的影响。 (from 中科大 MSRA)

• 轻量化移动端人脸网络 MobiFace, 轻量化网络 (from 康考迪亚、CMU、阿肯色大学）
  

【今日 CV 计算机视觉论文速览】Thu, 28 Feb 2019

今日 CS.CV 计算机视觉论文速览
Thu, 28 Feb 2019
Totally 31 papers

Daily Computer Vision Papers

[1] Title: Efficient Video Classification Using Fewer Frames
Authors:Shweta Bhardwaj, Mukundhan Srinivasan, Mitesh M. Khapra
[2] Title: Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference
Authors:Yao Yao, Zixin Luo, Shiwei Li, Tianwei Shen, Tian Fang, Long Quan
[3] Title: Attributes-aided Part Detection and Refinement for Person Re-identification
Authors:Shuzhao Li, Huimin Yu, Wei Huang, Jing Zhang
[4] Title: Fractional spectral graph wavelets and their applications
Authors:Jiasong Wu, Fuzhi Wu, Qihan Yang, Youyong Kong, Xilin Liu, Yan Zhang, Lotfi Senhadji, Huazhong Shu
[5] Title: Generative Collaborative Networks for Single Image Super-Resolution
Authors:Mohamed El Amine Seddik, Mohamed Tamaazousti, John Lin
[6] Title: Flash Lightens Gray Pixels
Authors:Yanlin Qian, Song Yan, Joni-Kristian Kämäräinen, Jiri Matas
[7] Title: Modulated binary cliquenet
Authors:Jinpeng Xia, Jiasong Wu, Youyong Kong, Pinzheng Zhang, Lotfi Senhadji, Huazhong Shu
[8] Title: Fix Your Features: Stationary and Maximally Discriminative Embeddings using Regular Polytope (Fixed Classifier) Networks
Authors:Federico Pernici, Matteo Bruni, Claudio Baecchi, Alberto Del Bimbo
[9] Title: StyleRemix: An Interpretable Representation for Neural Image Style Transfer
Authors:Hongmin Xu, Qiang Li, Wenbo Zhang, Wen Zheng
[10] Title: Single-frame Regularization for Temporally Stable CNNs
Authors:Gabriel Eilertsen, Rafał K. Mantiuk, Jonas Unger
[11] Title: FickleNet: Weakly and Semi-supervised Semantic Image Segmentation\using Stochastic Inference
Authors:Jungbeom Lee, Eunji Kim, Sungmin Lee, Jangho Lee, Sungroh Yoon
[12] Title: Equi-normalization of Neural Networks
Authors:Pierre Stock, Benjamin Graham, Rémi Gribonval, Hervé Jégou
[13] Title: Cluster Regularized Quantization for Deep Networks Compression
Authors:Yiming Hu, Jianquan Li, Xianlei Long, Shenhua Hu, Jiagang Zhu, Xingang Wang, Qingyi Gu
[14] Title: Multi-loss-aware Channel Pruning of Deep Networks
Authors:Yiming Hu, Siyang Sun, Jianquan Li, Jiagang Zhu, Xingang Wang, Qingyi Gu
[15] Title: The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning
Authors:Benjamin J. Meyer, Tom Drummond
[16] Title: Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning
Authors:Nayyer Aafaq, Naveed Akhtar, Wei Liu, Syed Zulqarnain Gilani, Ajmal Mian
[17] Title: Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection
Authors:Yao Liu, Ying Tai, Jilin Li, Shouhong Ding, Chengjie Wang, Feiyue Huang, Dongyang Li, Wenshuai Qi, Rongrong Ji
[18] Title: A Simple Prior-Free Method for Non-rigid Structure-from-Motion Factorization : Revisited
Authors:Suryansh Kumar
[19] Title: Zero-shot Learning of 3D Point Cloud Objects
Authors:Ali Cheraghian, Shafin Rahman, Lars Petersson
[20] Title: A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing
Authors:Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis Haupt
[21] Title: Deep MR Fingerprinting with total-variation and low-rank subspace priors
Authors:Mohammad Golbabaee, Carolin M. Pirkl, Marion I. Menzel, Guido Buonincontri, Pedro A. Gómez
[22] Title: Learning Latent Scene-Graph Representations for Referring Relationships
Authors:Moshiko Raboh, Roei Herzig, Gal Chechik, Jonathan Berant, Amir Globerson
[23] Title: From explanation to synthesis: Compositional program induction for learning from demonstration
Authors:Michael Burke, Svetlin Penkov, Subramanian Ramamoorthy
[24] Title: Road is Enough! Extrinsic Calibration of Non-overlapping Stereo Camera and LiDAR using Road Information
Authors:Jiyong Jeong, Lucas Y. Cho, Ayoung Kim
[25] Title: DeepLO: Geometry-Aware Deep LiDAR Odometry
Authors:Younggun Cho, Giseop Kim, Ayoung Kim
[26] Title: Computing Nonlinear Eigenfunctions via Gradient Flow Extinction
Authors:Leon Bungert, Martin Burger, Daniel Tenbrinck
[27] Title: Multi-task hypernetworks
Authors:Sylwester Klocek, Łukasz Maziarka, Maciej Wołczyk, Jacek Tabor, Marek Śmieja, Jakub Nowak
[28] Title: TensorMap: Lidar-Based Topological Mapping and Localization via Tensor Decompositions
Authors:Sirisha Rambhatla, Nikos D. Sidiropoulos, Jarvis Haupt
[29] Title: Learning to See the Wood for the Trees: Deep Laser Localization in Urban and Natural Environments on a CPU
Authors:Georgi Tinchev, Adrian Penate-Sanchez, Maurice Fallon
[30] Title: Unmasking Clever Hans Predictors and Assessing What Machines Really Learn
Authors:Sebastian Lapuschkin, Stephan Wäldchen, Alexander Binder, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller
[31] Title: Deep Learning for Low-Dose CT Denoising
Authors:Maryam Gholizadeh-Ansari, Javad Alirezaie, Paul Babyn

Papers from arxiv.org

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