CVPR

Classifier and Exemplar Synthesis for Zero-Shot Learning

Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha

Comments Extended version of arXiv:1603.00550 (CVPR 2016) and arXiv:1605.08151 (ICCV 2017); Accepted for publication in International Journal of Computer Vision (IJCV)

Towards Markerless Grasp Capture

Samarth Brahmbhatt, Charles C. Kemp, James Hays

Comments Third Workshop on Computer Vision for AR/VR, CVPR 2019

Scene Motion Decomposition for Learnable Visual Odometry

Igor Slinko, Anna Vorontsova, Filipp Konokhov, Olga Barinova, Anton Konushin

Journal ref CVPR 2019 Workshop

Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval

Yale Song, Mohammad Soleymani

Comments CVPR 2019. Includes supplementary material. Have updated results on TGIF and MRW

FilterReg: Robust and Efficient Probabilistic Point-Set Registration using Gaussian Filter and Twist Parameterization

Wei Gao, Russ Tedrake

Comments CVPR 2019. The video demo and source code are on https://sites.google.com/view/filterreg/home

Instant Motion Tracking and Its Applications to Augmented Reality

Jianing Wei, Genzhi Ye, Tyler Mullen, Matthias Grundmann, Adel Ahmadyan, Tingbo Hou

Comments CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, 2019

Journal ref CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, 2019

Real-time Hair Segmentation and Recoloring on Mobile GPUs

Andrei Tkachenka, Gregory Karpiak, Andrey Vakunov, Yury Kartynnik, Artsiom Ablavatski, Valentin Bazarevsky, Siargey Pisarchyk

Comments 4 pages, 5 figures; CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, USA, 2019

Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs

Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko, Matthias Grundmann

Comments 4 pages, 4 figures; CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, USA, 2019

BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs

Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov, Karthik Raveendran, Matthias Grundmann

Comments 4 pages, 3 figures; CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, USA, 2019

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang

Comments Accepted to CVPR 2019 (Oral)

On Learning 3D Face Morphable Model from In-the-wild Images

Luan Tran, Xiaoming Liu

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Conference version: arXiv:1804.03786 (CVPR'18). Source code: https://github.com/tranluan/Nonlinear_Face_3DMM , Project webpage: http://cvlab.cse.msu.edu/project-nonlinear-3dmm.html

Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia

Usman Nazir, Numan Khurshid, Muhammad Ahmed Bhimra, Murtaza Taj

Journal ref CVPR 2019 workshop

3D Point Capsule Networks

Yongheng Zhao, Tolga Birdal, Haowen Deng, Federico Tombari

Comments As published in CVPR 2019 (camera ready version), with supplementary material

Generating 3D Adversarial Point Clouds

Chong Xiang, Charles R. Qi, Bo Li

Comments CVPR 2019

Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos

Shizhe Chen, Yuqing Song, Yida Zhao, Qin Jin, Zhaoyang Zeng, Bei Liu, Jianlong Fu, Alexander Hauptmann

Comments Winner solution in CVPR 2019 Activitynet Dense Video Captioning challenge

Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo

Comments Accepted as a CVPR 2019 poster paper; update SUPP;update Eq5;

GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering

Drew A. Hudson, Christopher D. Manning

Comments Published as a conference paper at CVPR 2019 (oral)

Mapping, Localization and Path Planning for Image-based Navigation using Visual Features and Map

Janine Thoma, Danda Pani Paudel, Ajad Chhatkuli, Thomas Probst, Luc Van Gool

Comments CVPR 2019, for implementation see https://github.com/janinethoma

Star Tracking using an Event Camera

Tat-Jun Chin, Samya Bagchi, Anders Eriksson, Andre van Schaik

Journal ref IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition

Lei Shi, Yifan Zhang, Jian Cheng, Hanqing Lu

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019, pp. 12026-12035

Event-based attention and tracking on neuromorphic hardware

Alpha Renner, Matthew Evanusa, Yulia Sandamirskaya

Comments IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019

Learning to Generate Synthetic Data via Compositing

Shashank Tripathi, Siddhartha Chandra, Amit Agrawal, Ambrish Tyagi, James M. Rehg, Visesh Chari

Comments Accepted to CVPR 2019, supplementary material included

EV-SegNet: Semantic Segmentation for Event-based Cameras

Iñigo Alonso, Ana C. Murillo

Journal ref IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019

Real-Time 6DOF Pose Relocalization for Event Cameras with Stacked Spatial LSTM Networks

Anh Nguyen, Thanh-Toan Do, Darwin G. Caldwell, Nikos G. Tsagarakis

Comments 7 pages, 5 figures

Journal ref IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019

Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks

Ziliang Chen, Jingyu Zhuang, Xiaodan Liang, Liang Lin

Comments CVPR-19 (oral). Code is available at http://github.com/zjy526223908/BTDA

Towards Universal Object Detection by Domain Attention

Xudong Wang, Zhaowei Cai, Dashan Gao, Nuno Vasconcelos

Comments 11 pages, 6 figures. Accepted to CVPR 2019

Natural Language Interaction with Explainable AI Models

Arjun R Akula, Sinisa Todorovic, Joyce Y Chai, Song-Chun Zhu

Journal ref CVPR 2019 Workshop on Explainable AI

Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video

Samvit Jain, Xin Wang, Joseph Gonzalez

Comments CVPR 2019 (oral)

The Indirect Convolution Algorithm

Marat Dukhan

Comments Presented on Efficient Deep Learning for Computer Vision workshop at CVPR 2019

MimosaNet: An Unrobust Neural Network Preventing Model Stealing

Kálmán Szentannai, Jalal Al-Afandi, András Horváth

Comments Presented at CVPR workshop: Adversarial Machine Learning in Real-World Computer Vision Systems