2020.01.13 Vision papers

01-07-2020	Detection of Diabetic Anomalies in Retinal Images using Morphological Cascading Decision Tree by Faisal Ghaffar et al
01-10-2020	Improving Image Autoencoder Embeddings with Perceptual Loss by Gustav Grund Pihlgren et al
01-09-2020	Spherical Image Generation from a Single Normal Field of View Image by Considering Scene Symmetry by Takayuki Hara et al
01-08-2020	A novel tree-structured point cloud dataset for skeletonization algorithm evaluation by Yan Lin et al
01-07-2020	An Exploration of Embodied Visual Exploration by Santhosh K. Ramakrishnan et al
01-07-2020	Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics by Simon Donig et al
01-10-2020	microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination by Gonçalo Mordido et al
01-10-2020	DSGN: Deep Stereo Geometry Network for 3D Object Detection by Yilun Chen et al
01-10-2020	Seismic horizon detection with neural networks by Alexander Koryagin et al
01-08-2020	Explainable Deep Convolutional Candlestick Learner by Jun-Hao Chen et al
01-08-2020	Dont Forget The Past: Recurrent Depth Estimation from Monocular Video by Vaishakh Patil et al
01-10-2020	Pruning Convolutional Neural Networks with Self-Supervision by Mathilde Caron et al
01-08-2020	Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation by Dong Gong et al
01-08-2020	A context based deep learning approach for unbalanced medical image segmentation by Balamurali Murugesan et al
01-08-2020	Hypergraph Spectral Analysis and Processing in 3D Point Cloud by Songyang Zhang et al
01-07-2020	General 3D Room Layout from a Single View by Render-and-Compare by Sinisa Stekovic et al
01-10-2020	NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting by Qi Wang et al
01-08-2020	Multi-Scale Weight Sharing Network for Image Recognition by Shubhra Aich et al
01-08-2020	An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers Outputs by You Huang et al
01-09-2020	Virtual to Real adaptation of Pedestrian Detectors for Smart Cities by Luca Ciampi et al
01-08-2020	Training Progressively Binarizing Deep Networks Using FPGAs by Corey Lammie et al
01-08-2020	Do As I Do: Transferring Human Motion and Appearance between Monocular Videos with Spatial and Temporal Constraints by Thiago L. Gomes et al
01-08-2020	Deep Learning for Free-Hand Sketch: A Survey by Peng Xu
01-09-2020	Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach by Yueyu Hu et al
01-07-2020	Fast and robust multiplane single molecule localization microscopy using deep neural network by Toshimitsu Aritake et al
01-08-2020	Convolutional Networks with Dense Connectivity by Gao Huang et al
01-08-2020	DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction by Sriprabha Ramanarayanan et al
01-08-2020	Learning landmark guided embeddings for animal re-identification by Olga Moskvyak et al
01-09-2020	RSL-Net: Localising in Satellite Images From a Radar on the Ground by Tim Y. Tang et al
01-10-2020	In Defense of Grid Features for Visual Question Answering by Huaizu Jiang et al
01-09-2020	Dont Judge an Object by Its Context: Learning to Overcome Contextual Bias by Krishna Kumar Singh et al
01-09-2020	Generative Pseudo-label Refinement for Unsupervised Domain Adaptation by Pietro Morerio et al
01-07-2020	Delineating Bone Surfaces in B-Mode Images Constrained by Physics of Ultrasound Propagation by Firat Ozdemir et al
01-09-2020	MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection by Abdullah Rashwan et al
01-07-2020	Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems by Isabelle Leang et al
01-09-2020	Efficient Memory Management for Deep Neural Net Inference by Yury Pisarchyk et al
01-09-2020	STAViS: Spatio-Temporal AudioVisual Saliency Network by Antigoni Tsiami et al
01-07-2020	Aggressive Perception-Aware Navigation using Deep Optical Flow Dynamics and PixelMPC by Keuntaek Lee et al
01-08-2020	Learning Generative Models using Denoising Density Estimators by Siavash A. Bigdeli et al
01-10-2020	Matrix-LSTM: a Differentiable Recurrent Surface for Asynchronous Event-Based Data by Marco Cannici et al
01-07-2020	State Transition Modeling of the Smoking Behavior using LSTM Recurrent Neural Networks by Chrisogonas O. Odhiambo et al
01-09-2020	An inexact matching approach for the comparison of plane curves with general elastic metrics by Yashil Sukurdeep et al
01-09-2020	Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification by Chris Dulhanty et al
01-09-2020	Image Inpainting by Multiscale Spline Interpolation by Ghazale Ghorbanzade et al
01-09-2020	CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency by Yun-Chun Chen et al
01-09-2020	Vertebra-Focused Landmark Detection for Scoliosis Assessment by Jingru Yi et al
01-08-2020	Deep OCT Angiography Image Generation for Motion Artifact Suppression by Julian Hossbach et al
01-09-2020	DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection by Liming Jiang et al
01-07-2020	Automated Pavement Crack Segmentation Using Fully Convolutional U-Net with a Pretrained ResNet-34 Encoder by Stephen L. H. Lau et al
01-10-2020	Compressive sensing based privacy for fall detection by Ronak Gupta et al
01-08-2020	An Analysis of Object Representations in Deep Visual Trackers by Ross Goroshin et al
01-07-2020	Deep Reinforcement Learning for Active Human Pose Estimation by Erik Gärtner et al
01-09-2020	Fast Adaptation to Super-Resolution Networks via Meta-Learning by Seobin Park et al
01-09-2020	HMANet: Hybrid Multiple Attention Network for Semantic Segmentation in Aerial Images by Ruigang Niu
01-10-2020	Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition by Roland Haase et al
01-09-2020	Adaptive Control of Embedding Strength in Image Watermarking using Neural Networks by Mahnoosh Bagheri et al
01-09-2020	A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images by Liming Jiang et al
01-07-2020	Visual-Semantic Graph Attention Network for Human-Object Interaction Detection by Zhijun Liang et al
01-10-2020	Temporally Folded Convolutional Neural Networks for Sequence Forecasting by Matthias Weissenbacher
01-09-2020	Semi-supervised Learning via Conditional Rotation Angle Estimation by Hai-Ming Xu et al
01-10-2020	SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark by Steve Dias Da Cruz et al
01-07-2020	Perception and Decision-Making of Autonomous Systems in the Era of Learning: An Overview by Yang Tang et al
01-07-2020	Bridging Knowledge Graphs to Generate Scene Graphs by Alireza Zareian et al
01-07-2020	A water-obstacle separation and refinement network for unmanned surface vehicles by Borja Bovcon et al
01-09-2020	Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches by Shuai Yang et al
01-09-2020	Self-Supervised Fast Adaptation for Denoising via Meta-Learning by Seunghwan Lee et al
01-09-2020	Diagnosing Colorectal Polyps in the Wild with Capsule Networks by Rodney LaLonde et al
01-08-2020	Fast Neural Network Adaptation via Parameter Remapping and Architecture Search by Jiemin Fang et al
01-07-2020	AD-VO: Scale-Resilient Visual Odometry Using Attentive Disparity Map by Joosung Lee et al
01-10-2020	Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics by Ling-Yu Duan et al
01-08-2020	SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition by Zhixuan Lin et al
01-08-2020	Disentangling Representations using Gaussian Processes in Variational Autoencoders for Video Prediction by Sarthak Bhagat et al
01-10-2020	Visual Question Answering on 360 Images by Shih-Han Chou et al
01-09-2020	Camera-Based Adaptive Trajectory Guidance via Neural Networks by Aditya Rajguru et al
01-07-2020	Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces by Seyed Mehdi Iranmanesh et al
01-08-2020	SGD with Hardness Weighted Sampling for Distributionally Robust Deep Learning by Lucas Fidon et al
01-08-2020	Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks by Saqib Ali Khan et al
01-10-2020	Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification by Kitsuchart Pasupa et al
01-09-2020	Compression of convolutional neural networks for high performance imagematching tasks on mobile devices by Roy Miles et al
01-08-2020	Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data by Xi Yan et al
01-08-2020	Cloud-based Image Classification Service Is Not Robust To Adversarial Examples: A Forgotten Battlefield by Dou Goodman
01-08-2020	CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus by Florian Kluger et al
01-07-2020	VisionNet: A Drivable-space-based Interactive Motion Prediction Network for Autonomous Driving by Yanliang Zhu et al
01-07-2020	Weakly Supervised Visual Semantic Parsing by Alireza Zareian et al
01-09-2020	An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal by Sifeng Xia et al
01-09-2020	Objects detection for remote sensing images based on polar coordinates by Lin Zhou et al
01-07-2020	Learning to Move with Affordance Maps by William Qi et al
01-07-2020	What can robotics research learn from computer vision research? by Peter Corke et al
01-07-2020	Inferring Convolutional Neural Networks accuracies from their architectural characterizations by Duc Hoang et al
01-07-2020	Trained Trajectory based Automated Parking System using Visual SLAM by Nivedita Tripathi et al
01-10-2020	RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving by Peixuan Li et al