WACV 2020

378 papers

Reconstructing Road Network Graphs from both Aerial Lidar and Images

Biswas Parajuli, Ahana Roy Choudhury, Piyush Kumar

Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios

Amelie Royer, Christoph Lampert

Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones

Jinwoo Choi, Gaurav Sharma, Manmohan Chandraker, Jia-Bin Huang

Cross-View Contextual Relation Transferred Network for Unsupervised Vehicle Tracking in Drone Videos

Wenfeng Song, Shuai Li, Tao Chang, Aimin Hao, Qinping Zhao

Frustum VoxNet for 3D object detection from RGB-D or Depth images

Xiaoke Shen, Ioannis Stamos

MonoLayout: Amodal scene layout from a single image

Kaustubh Mani, Swapnil Daga, Shubhika Garg, Sai Shankar Narasimhan, Madhava Krishna

QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware

Vignesh Ramanathan, Pritesh Dwivedi, Bharath Katabathuni, Anirban Chakraborty, Chetan Singh Thakur

SymGAN: Orientation Estimation without Annotation for Symmetric Objects

Phil Ammirato, Jonathan Tremblay, Ming-Yu Liu, Alexander Berg, Dieter Fox

Robust Feature Tracking in DVS Event Stream using Bezier Mapping

Hochang Seok, Jongwoo Lim

Video Object Segmentation-based Visual Servo Control and Object Depth Estimation on a Mobile Robot

Brent Griffin, Victoria Florence, Jason Corso

Watch to Listen Clearly: Visual Speech Enhancement Driven Multi-modality Speech Recognition

Bo Xu, Jacob Wang, Cheng Lu, Yandong Guo

ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks

Rajat Saini, Nandan Kumar Jha, Bedanta Das, Sparsh Mittal, C . Krishna Mohan

Spatio-Temporal Ranked-Attention Networks for Video Captioning

Anoop Cherian, Jue Wang, Chiori Hori, Tim Marks

Visual Question Answering on 360deg Images

Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, Ming-Hsuan Yang

Adapting Style and Content for Attended Text Sequence Recognition

Steven Schwarcz, Alexander Gorban, Xavier Gibert, Dar-Shyang Lee

Domain-Specific Semantics Guided Approach to Video Captioning

Hemalatha M, C Chandra Shekhar

Robust Explanations for Visual Question Answering

Badri Patro, Shivansh Patel, Vinay Namboodiri

Deep Bayesian Network for Visual Question Generation

Badri Patro, Vinod Kurmi, Sandeep Kumar, Vinay Namboodiri

BERT representations for Video Question Answering

Zekun Yang, Noa Garcia, Chenhui Chu, Mayu Otani, Yuta Nakashima

Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation

Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie

Figure Captioning with Relation Maps for Reasoning

Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen

PlotQA: Reasoning over Scientific Plots

Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra, Pratyush Kumar

MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding

Geondo Park, Chihye Han, Wonjun Yoon, Daeshik Kim

Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval

Sijin Wang, Ruiping Wang, Ziwei Yao, Shiguang Shan, Xilin Chen

Answering Questions about Data Visualizations using Efficient Bimodal Fusion

Kushal Kafle, Robik Shrestha, Scott Cohen, Brian Price, Christopher Kanan

Differentiable Scene Graphs

Moshiko Raboh, Roei Herzig, Jonathan Berant, Gal Chechik, Amir Globerson

Bridged Variational Autoencoders for Joint Modeling of Images and Attributes

Ravindra Yadav, Ashish Sardana, Vinay Namboodiri, Rajesh M Hegde

Exploring Hate Speech Detection in Multimodal Publications

Raul Gomez, Jaume Gibert, Lluis Gomez, Dimosthenis Karatzas

Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison

DONGXU LI, Cristian Rodriguez, Xin Yu, Hongdong Li

CookGAN: Meal Image Synthesis from Ingredients

Fangda Han, Ricardo Guerrero, Vladimir Pavlovic

Animal Detection in Man-made Environments

Abhineet Singh, Marcin Pietrasik, Gabriell Natha, Nehla Ghouaiel, Ken Brizel

Active Learning for Imbalanced Datasets

Umang Aggarwal, Adrian Popescu, Celine Hudelot

DATNet: Dense Auxiliary Tasks for Object Detection

Alex Levinshtein, Alborz Rezazadeh Sereshkeh, Konstantinos Derpanis

Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors

Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani

Multi-class Novelty Detection Using Mix-up Technique

Supritam Bhattacharjee, Devraj Mandal, Soma Biswas

Crowded Human Detection via an Anchor-pair Network

Jinguo Zhu, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling

A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels

Devraj Mandal, Shrisha Bharadwaj, Soma Biswas

Deep Learning on Small Datasets without Pre-Training using Cosine Loss

Björn Barz, Joachim Denzler

Robust Face Detection via Learning Small Faces on Hard Images

Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang

Multi-way Encoding for Robustness

Donghyun Kim, Sarah Bargal, Jianming Zhang, Stan Sclaroff

Robust estimation of local affine maps and its applications to image matching

Mariano RODRIGUEZ, Gabriele Facciolo, Rafael Grompone von Gioi, Pablo Musé, Julie Delon

Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion

Adam Kortylewski, Qing Liu, Huiyu Wang, Zhishuai Zhang, Alan Yuille

Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning

YoungSun Pan, Andy J Ma, Yuan Gao, Jinpeng Wang, Yiqi Lin

Instance Segmentation of Benthic Scale Worms at a Hydrothermal Site

Bhuvan Malladihalli Shashidhara, Mitchell Scott, Aaron Marburg

Improving Object Detection with Inverted Attention

Zeyi Huang, Wei Ke, Dong Huang

GAR: Graph Assisted Reasoning for Object Detection

Zheng Li, Xiaocong Du, Yu Cao

Anchor Box Optimization for Object Detection

Yuanyi Zhong, Jianfeng Wang, Jian Peng, Lei Zhang

Extracting identifying contours for African elephants and humpback whales using a learned appearance model

Hendrik Weideman, Chuck Stewart, Jason Parham, Jason Holmberg, Kiirsten Flynn

ScaIL: Classifier Weights Scaling for Class Incremental Learning

Eden Belouadah, Adrian Popescu

Scale Match for Tiny Person Detection

Xuehui Yu, Yuqi Gong, Nan Jiang, Qixiang Ye, Zhenjun Han

ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding

Harald Hanselmann, Hermann Ney

Generative Model with Semantic Embedding and Integrated Classifier for Generalized Zero-Shot Learning

Ayyappa Pambala, Titir Dutta, Soma Biswas

An Adversarial Domain Adaptation Network for Cross-Domain Fine-Grained Recognition

Yimu Wang, Renjie Song, Xiu-Shen Wei, Lijun Zhang

L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization

Mina Basirat, PETER ROTH

A Multi-Space Approach to Zero-Shot Object Detection

Dikshant Gupta, Aditya Anantharaman, Nehal Mamgain, Sowmya Kamath S, Vineeth N Balasubramanian

ReStGAN: A step towards visually guided shopper experience via text-to-image synthesis

Shiv Surya, Amrith Setlur, Arijit Biswas, Sumit Negi

Learn a Global Appearance Semi-Supervisedly for Synthesizing Person Images

Zhipeng Ge, Fei Chen, Yu Zhou, Yao Yu, Sidan Du

ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection

Zhuo Chen, Jiyuan Zhang, Ruizhou Ding, Diana Marculescu

One-to-one Mapping for Unpaired Image-to-image Translation

Zengming Shen, S. Kevin Zhou, Yifan Chen, Bogdan Georgescu, Xuqi Liu

ImaGINator: Conditional Spatio-Temporal GAN for Video Generation

Yaohui Wang, Piotr Biliński, francois bremond, Antitza Dantcheva

Self-Growing Spatial Graph Networks for Pedestrian Trajectory Prediction

Sirin Haddad, Siew-Kei Lam

Cooperative Initialization based Deep Neural Network Training

Pravendra Singh, Munender Varshney, Vinay Namboodiri

Class-incremental Learning via Deep Model Consolidation

Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci

SmartOverlays: A Visual Saliency Driven Label Placement for Intelligent Human-Computer Interfaces

Srinidhi Hegde, Jitender Maurya, Aniruddha Kalkar, Ramya Hebbalaguppe

Real-time vehicle distance estimation using single view geometry

Ahmed Ali, Ali Hassan, Afsheen Rafaqat Ali, Hussam Ullah Khan, Wajahat Kazmi

I-MOVE: Independent Moving Objects for Velocity Estimation

Jonathan Schwan, Akshay Dhamija, Terrance Boult

Towards Good Practice for CNN-Based Monocular Depth Estimation

Zhicheng Fang, Xiaoran Chen, Yuhua Chen, Luc Van Gool

Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment

Behnoosh Parsa, Athmanarayanan Lakshmi narayanan, Behzad Dariush

Adversarial Examples for Edge Detection: They Exist, and they Transfer

Christian Cosgrove, Alan Yuille

Evaluation of Image Inpainting for Classification and Retrieval

Samuel Black, Somayeh Keshavarz, Richard Souvenir

Self-Orthogonality Module: A Network Architecture Plug-in for Learning Orthogonal Filters

Ziming Zhang, WENCHI MA, Yuanwei Wu, Guanghui Wang

DeepPTZ: Deep Self-Calibration for PTZ Cameras

Chaoning Zhang, Francois Rameau, Junsik Kim, Dawit Mureja Argaw, Jean-Charles Bazin

Probabilistic Object Detection: Definition and Evaluation

David Hall, Feras Dayoub, John Skinner, Haoyang Zhang, Dimity Miller

The Overlooked Elephant of Object Detection: Open Set

Akshay Dhamija, Manuel Günther, Jonathan Ventura, Terrance Boult

Exploring 3 R's of Long-term Tracking: Redetection, Recovery and Reliability

Shyamgopal Karthik, Abhinav Moudgil, Vineet Gandhi

ADNet: Adaptively Dense Convolutional Neural Networks

Mingjie Wang, Hao Cai, Xin Huang, Minglun Gong

Supervised and Unsupervised Learning of Parameterized Color Enhancement

Yoav Chai, Raja Giryes, Lior Wolf

Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization

saurabh desai, Harish Guruprasad Ramaswamy

SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark

Steve Dias Da Cruz, Oliver Wasenmuller, Hans-Peter Beise, Thomas Stifter, Didier Stricker

SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks

Alex Lamb, Sherjil Ozair, Vikas Verma, David Ha

TKD: Temporal Knowledge Distillation for Active Perception

Mohammad Farhadi Bajestani, Yezhou Yang

Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning

Tobias Scheck, Roman Seidel, Gangolf Hirtz

Wide Hidden Expansion Layer for Deep Convolutional Neural Networks

Min Wang, Baoyuan Liu, Hassan Foroosh

Transductive Zero-Shot Learning for 3D Point Cloud Classification

Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson

Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity

Cody Blakeney, Yan Yan, Ziliang Zong

Towards Learning Affine-Invariant Representations via Data-Efficient CNNs

Wenju Xu, Guanghui Wang, Alan Sullivan, Ziming Zhang

Generating Positive Bounding Boxes for Balanced Training of Object Detectors

Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan

Accuracy Booster: Performance Boosting using Feature Map Re-calibration

Pravendra Singh, Pratik Mazumder, Vinay Namboodiri

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language

Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang

Synthetic Examples Improve Generalization for Rare Classes

Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor

Regularize, Expand and Compress: NonExpansive Continual Learning

Jie Zhang, Junting Zhang, Shalini Ghosh, Dawei Li, Jingwen Zhu

360-Indoor: Towards Learning Real-World Objects in 360deg Indoor Equirectangular Images

Shih-Han Chou, Cheng Sun, Wen-Yen Chang, Wan-Ting Hsu, Min Sun

Leveraging Filter Correlations for Deep Model Compression

Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay Namboodiri

Local Binary Pattern Networks

Jeng-Hau Lin, Justin Lazarow, Andrew Yang, Dezhi Hong, Rajesh Gupta

Propose-and-Attend Single Shot Detector

Ho-Deok Jang, Sanghyun Woo, Philipp Benz, Jinsun Park, In So Kweon

Internet of Things (IoT) Discovery Using Deep Neural Networks

Ephraim Lo, JoHannah Kohl

Intelligent Image Collection: Building the Optimal Dataset

Matthew Gwilliam, Ryan Farrell

Model-Agnostic Metric for Zero-Shot Learning

Jiayi Shen, Haochen Wang, Anran Zhang, Qiang Qiu, Xiantong Zhen

A one-and-half stage pedestrian detector

Ujjwal Ujjwal, Aziz Dziri, Bertrand Leroy, francois bremond

Overlap Sampler for Region-Based Object Detection

Joya Chen, Bin Luo, Qi Wu, Jia Chen, Xuezheng Peng