【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
