2019.03.24 CS Vision and Pattern Recognition papers

03-19-2019		Deep Neural Networks Improve Radiologists Performance in Breast Cancer Screening by Nan Wu et al	MRI & Medical Image	321	2
03-20-2019		Deep Octonion Networks by Jiasong Wu et al	Compression & Layer	26	0
03-19-2019		Trick or TReAT: Thematic Reinforcement for Artistic Typography by Purva Tendulkar et al	Robot & Environments	26	0
03-20-2019		Online continual learning with no task boundaries by Rahaf Aljundi et al	Compression & Layer	25	0
03-19-2019		Interactive segmentation of medical images through fully convolutional neural networks by Tomas Sakinis et al	MRI & Medical Image	23	0
03-20-2019		Implicit Generation and Generalization in Energy-Based Models by Yilun Du et al	Zero-shot Learning & Semantic	19	0
03-20-2019		LaserNet: An Efficient Probabilistic 3D Object Detector for Autonomous Driving by Gregory P. Meyer et al	Saliency & Uncertainty	18	0
03-20-2019		Im2Pencil: Controllable Pencil Illustration from Photographs by Yijun Li et al	Self-supervised & Fine-grained	17	0
03-19-2019		Corners for Layout: End-to-End Layout Recovery from 360 Images by Clara Fernandez-Labrador et al	Robot & Environments	16	0
03-21-2019		Learning Disentangled Representations of Satellite Image Time Series by Eduardo Sanchez et al	Class & Latent Variables	15	0
03-19-2019		Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks by Yunxiang Zhang et al	Compression & Layer	14	0
03-20-2019		Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML by Jie Zhang et al	Compression & Layer	13	0
03-21-2019		Short-Term Prediction and Multi-Camera Fusion on Semantic Grids by Lukas Hoyer et al	Semantic Segmentation & Instance Segmentation	13	0
03-20-2019		Robust Image Segmentation Quality Assessment without Ground Truth by Leixin Zhou et al	Iris & Assessment	13	0
03-19-2019		Efficient Smoothing of Dilated Convolutions for Image Segmentation by Thomas Ziegler et al	Compression & Layer	13	0
03-21-2019		Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network by Chun-Ren Phang et al	MRI & Medical Image	12	0
03-19-2019		A Matrix-in-matrix Neural Network for Image Super Resolution by Hailong Ma et al	Image Super-resolution & Single Image Super	12	0
03-20-2019		Affordance Learning In Direct Perception for Autonomous Driving by Chen Sun et al	Saliency & Uncertainty	12	0
03-19-2019		Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning by Joseph Y. Cheng et al	Search & Retrieval	11	0
03-19-2019		The Simpler the Better: Constant Velocity for Pedestrian Motion Prediction by Christoph Schöller et al	Pedestrian Detection & Pedestrian Trajectory	11	0
03-21-2019		Progressive Sparse Local Attention for Video object detection by Chaoxu Guo et al	Motion & Optical Flow	11	0
03-21-2019		Individualized Multilayer Tensor Learning with An Application in Imaging Analysis by Xiwei Tang et al	Compression & Layer	11	0
03-20-2019		Convolution with even-sized kernels and symmetric padding by Shuang Wu et al	Compression & Layer	11	0
03-20-2019		Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration by Xing Liu et al	Compression & Layer	11	0
03-20-2019		Prostate Segmentation from Ultrasound Images using Residual Fully Convolutional Network by M. S. Hossain et al	MRI & Medical Image	11	0
03-21-2019		Learning with Batch-wise Optimal Transport Loss for 3D Shape Recognition by Lin Xu et al	Person Re-identification & Deep Metric Learning	11	0
03-20-2019		Face Detection in Repeated Settings by Mohammad Nayeem Teli et al	Face Recognition & 3D Face	11	0
03-21-2019		The CASE Dataset of Candidate Spaces for Advert Implantation by Soumyabrata Dev et al	Frame & Prediction	10	0
03-19-2019		Class-incremental Learning via Deep Model Consolidation by Junting Zhang et al	Class & Latent Variables	10	0
03-20-2019		Segmentation-Based Deep-Learning Approach for Surface-Defect Detection by Domen Tabernik et al	Iris & Assessment	10	0
03-19-2019		Identity-Free Facial Expression Recognition using conditional Generative Adversarial Network by Jie Cai et al	Facial Expression Recognition & Attention	10	0
03-21-2019		Localization of Unmanned Aerial Vehicles in Corridor Environments using Deep Learning by Ram Prasad Padhy et al	Robot & Environments	10	0
03-19-2019		Geometry-constrained Car Recognition Using a 3D Perspective Network by Rui Zeng et al	3D Point Cloud & PointNet	10	0
03-21-2019		Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation by Xipeng Chen et al	Human Pose Estimation & Hand	10	0
03-20-2019		Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants by Dmitry Kuznichov et al	Iris & Assessment	9	0
03-19-2019		The Probabilistic Object Detection Challenge by John Skinner et al	Saliency & Uncertainty	9	0
03-21-2019		PProCRC: Probabilistic Collaboration of Image Patches by Tapabrata Chakraborti et al	Self-supervised & Fine-grained	9	0
03-21-2019		Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion by Jinshi Yu et al	Compression & Layer	9	0
03-21-2019		An Efficient Solution to Non-Minimal Case Essential Matrix Estimation by Ji Zhao	Reconstruction & Hyperspectral	9	0
03-21-2019		Quotienting Impertinent Camera Kinematics for 3D Video Stabilization by Thomas W. Mitchel et al	Motion & Optical Flow	9	0
03-21-2019		Parametic Classification of Handvein Patterns Based on Texture Features by Harbi AlMahafzah et al	Other	9	0
03-20-2019		Networks for Joint Affine and Non-parametric Image Registration by Zhengyang Shen et al	MRI & Medical Image	9	0
03-21-2019		Non-target Structural Displacement Measurement Using Reference Frame Based Deepflow by Jongbin Won et al	Multi-object Tracking & Target	9	0
03-19-2019		Cross-task weakly supervised learning from instructional videos by Dimitri Zhukov et al	Self-supervised & Fine-grained	9	0
03-19-2019		Characterization of the Handwriting Skills as a Biomarker for Parkinson Disease by R. Castrillon et al	MRI & Medical Image	9	0
03-19-2019		Cross Domain Knowledge Transfer for Unsupervised Vehicle Re-identification by Jinjia Peng et al	Unsupervised Domain Adaptation & Transfer	8	0
03-20-2019		DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection by Zhanchao Huang et al	Saliency & Uncertainty	8	0
03-21-2019		Context-Constrained Accurate Contour Extraction for Occlusion Edge Detection by Rui Lu et al	Compression & Layer	8	0
03-21-2019		Closed-Form Optimal Triangulation Based on Angular Errors by Seong Hun Lee et al	Human Pose Estimation & Hand	8	0
03-21-2019		Megapixel Photon-Counting Color Imaging using Quanta Image Sensor by Abhiram Gnanasambandam et al	Reconstruction & Hyperspectral	8	0
03-19-2019		Trained Uniform Quantization for Accurate and Efficient Neural Network Inference on Fixed-Point Hardware by Sambhav R. Jain et al	Compression & Layer	8	0
03-20-2019		Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression by Maurice Quach et al	3D Point Cloud & PointNet	7	0
03-20-2019		Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set by Yu Deng et al	Face Recognition & 3D Face	7	0
03-20-2019		An Efficient Schmidt-EKF for 3D Visual-Inertial SLAM by Patrick Geneva et al	Robot & Environments	7	0
03-21-2019		Towards Robust Curve Text Detection with Conditional Spatial Expansion by Zichuan Liu et al	Text Recognition & Scene Text	7	0
03-20-2019		In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images by Marin Oršić et al	Semantic Segmentation & Instance Segmentation	7	0
03-19-2019		Improving Video Compression With Deep Visual-Attention Models by Vitaliy Lyudvichenko et al	Frame & Prediction	7	0
03-20-2019		Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction by Chen-Hsuan Lin et al	Reconstruction & Hyperspectral	7	0
03-19-2019		Low-Rank Discriminative Least Squares Regression for Image Classification by Zhe Chen et al	Face Recognition & 3D Face	7	0
03-22-2019		Few-shot Adaptive Faster R-CNN by Tao Wang et al	Unsupervised Domain Adaptation & Transfer	6	0
03-19-2019		Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images by Corbineau Marie-Caroline et al	MRI & Medical Image	6	0
03-20-2019		OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations by Pramuditha Perera et al	Class & Latent Variables	6	0
03-20-2019		On Class Imbalance and Background Filtering in Visual Relationship Detection by Alessio Sarullo et al	Class & Latent Variables	6	0
03-19-2019		Deep Eikonal Solvers by Moshe Lichtenstein et al	Reconstruction & Hyperspectral	6	0
03-20-2019		Three-dimensional Segmentation of Trees Through a Flexible Multi-Class Graph Cut Algorithm (MCGC) by Jonathan Williams et al	Scene Graph & Graph Convolutional	6	0
03-19-2019		Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition by Zhe Chen et al	Face Recognition & 3D Face	6	0
03-19-2019		Non-negative representation based discriminative dictionary learning for face recognition by Zhe Chen et al	Face Recognition & 3D Face	6	0
03-20-2019		Plug and play methods for magnetic resonance imaging by Rizwan Ahmad et al	MRI & Medical Image	5	0
03-22-2019		Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning by Xiaoguang Tu et al	Face Recognition & 3D Face	5	0
03-20-2019		Convolutional Sparse Coding for Compressed Sensing CT Reconstruction by Peng Bao et al	Reconstruction & Hyperspectral	4	0
03-20-2019		A Polynomial-time Solution for Robust Registration with Extreme Outlier Rates by Heng Yang et al	MRI & Medical Image	4	0
03-21-2019		Quantitative Depth Quality Assessment of RGBD Cameras At Close Range Using 3D Printed Fixtures by Michele Pratusevich et al	Iris & Assessment	4	0
03-19-2019		Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM by Rohan Ghosh et al	Motion & Optical Flow	4	0
03-21-2019		Overcoming Small Minirhizotron Datasets Using Transfer Learning by Weihuang Xu et al	MRI & Medical Image	4	0
03-20-2019		Single Image Deraining: A Comprehensive Benchmark Analysis by Siyuan Li et al	Iris & Assessment	4	0
03-20-2019		Photon-Flooded Single-Photon 3D Cameras by Anant Gupta et al	Reconstruction & Hyperspectral	4	0
03-22-2019		On the Importance of Video Action Recognition for Visual Lipreading by Xinshuo Weng	Temporal Action & Action Recognition	3	0
03-22-2019		Fast Bayesian Uncertainty Estimation of Batch Normalized Single Image Super-Resolution Network by Aupendu Kar et al	Image Super-resolution & Single Image Super	3	0
03-21-2019		SkelNetOn 2019 Dataset and Challenge on Deep Learning for Geometric Shape Understanding by Ilke Demir et al	Other	3	0
03-21-2019		A resnet-based universal method for speckle reduction in optical coherence tomography images by Cai Ning et al	MRI & Medical Image	3	0
03-21-2019		Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations by Chen Qin et al	MRI & Medical Image	3	0
03-21-2019		Pose Estimation of Periacetabular Osteotomy Fragments with Intraoperative X-Ray Navigation by Robert B. Grupp et al	Human Pose Estimation & Hand	3	0
03-21-2019		Levelling the Playing Field: A Comprehensive Comparison of Visual Place Recognition Approaches under Changing Conditions by Mubariz Zaffar et al	Matching & Depth Estimation	3	0
03-22-2019		Factorised Representation Learning in Cardiac Image Analysis by Agisilaos Chartsias et al	MRI & Medical Image	3	0
03-22-2019		Aggregated Deep Local Features for Remote Sensing Image Retrieval by Raffaele Imbriaco et al	Search & Retrieval	3	0
03-21-2019		CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification by Zheng Tang et al	Multi-object Tracking & Target	3	0
03-21-2019		Semantic Comparison of State-of-the-Art Deep Learning Methods for Image Multi-Label Classification by Adam Kubany et al	Semantic Segmentation & Instance Segmentation	3	0
03-22-2019		Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age-related macular degeneration by Cristina González-Gonzalo et al	MRI & Medical Image	2	0
03-21-2019		Multi-person Articulated Tracking with Spatial and Temporal Embeddings by Sheng Jin et al	Multi-object Tracking & Target	2	0
03-21-2019		Fast and accurate reconstruction of HARDI using a 1D encoder-decoder convolutional network by Shi Yin et al	Reconstruction & Hyperspectral	2	0
03-21-2019		Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI by Subhashis Banerjee et al	MRI & Medical Image	2	0
03-21-2019		Towards Optimal Structured CNN Pruning via Generative Adversarial Learning by Shaohui Lin et al	Compression & Layer	2	0
03-21-2019		Sparse2Dense: From direct sparse odometry to dense 3D reconstruction by Jiexiong Tang et al	Matching & Depth Estimation	2	0
03-21-2019		Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI by Duc Duy Pham et al	Class & Latent Variables	1	0