Ravi Garg

Orcid: 0000-0002-9422-8086

According to our database1, Ravi Garg authored at least 52 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Invertible Neural Warp for NeRF.
CoRR, 2024

LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick using Cosmetic Attributes.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
RING-Net: road inference from GPS trajectories using a deep segmentation network.
Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2022

BinoML: supervised ranking for automatic building labeling.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications, 2022

TD-Road: Top-Down Road Network Extraction with Holistic Graph Construction.
Proceedings of the Computer Vision - ECCV 2022, 2022

Retrieval Augmented Classification for Long-Tail Visual Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Improved Visual Localization via Graph Filtering.
J. Imaging, 2021

DF-VO: What Should Be Learnt for Visual Odometry?
CoRR, 2021

2020
Pyglmnet: Python implementation of elastic-net regularized generalized linear models.
J. Open Source Softw., 2020

2019
Improved Visual Localization via Graph Smoothing.
CoRR, 2019

Self-supervised Learning for Single View Depth and Surface Normal Estimation.
Proceedings of the International Conference on Robotics and Automation, 2019

Non-Parametric Priors For Generative Adversarial Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019

Single-view Object Shape Reconstruction Using Deep Shape Prior and Silhouette.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Optimizable Object Reconstruction from a Single View.
CoRR, 2018

Just-in-Time Reconstruction: Inpainting Sparse Maps Using Single View Depth Predictors as Priors.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Addressing Challenging Place Recognition Tasks Using Generative Adversarial Networks.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Deeply Supervised Good Features to Match for Dense Monocular Reconstruction.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Learning Deeply Supervised Visual Descriptors for Dense Monocular Reconstruction.
CoRR, 2017

Low-Rank Kernel Subspace Clustering.
CoRR, 2017

Dense monocular reconstruction using surface normals.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Scaling CNNs for High Resolution Volumetric Reconstruction from a Single Image.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Data-Driven Approximations to NP-Hard Problems.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Non-linear Dimensionality Regularizer for Solving Inverse Problems.
CoRR, 2016

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue.
CoRR, 2016

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
ENF-Based Region-of-Recording Identification for Media Signals.
IEEE Trans. Inf. Forensics Secur., 2015

2014
ENF Signal Induced by Power Grid: A New Modality for Video Synchronization.
Proceedings of the 2nd ACM International Workshop on Immersive Media Experiences, 2014

Exploiting rolling shutter for ENF signal extraction from video.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Dense motion capture of deformable surfaces from monocular video.
PhD thesis, 2013

"Seeing" ENF: Power-Signature-Based Timestamp for Digital Multimedia via Optical Sensing and Signal Processing.
IEEE Trans. Inf. Forensics Secur., 2013

Anti-Forensics and Countermeasures of Electrical Network Frequency Analysis.
IEEE Trans. Inf. Forensics Secur., 2013

Spectrum Combining for ENF Signal Estimation.
IEEE Signal Process. Lett., 2013

A Variational Approach to Video Registration with Subspace Constraints.
Int. J. Comput. Vis., 2013

ENF based location classification of sensor recordings.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

ENF analysis on recaptured audio recordings.
Proceedings of the IEEE International Conference on Acoustics, 2013

A keypoint descriptor for alignment-free fingerprint matching.
Proceedings of the IEEE International Conference on Acoustics, 2013

Geo-location estimation from Electrical Network Frequency signals.
Proceedings of the IEEE International Conference on Acoustics, 2013

Dense Variational Reconstruction of Non-rigid Surfaces from Monocular Video.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
An Efficient Gradient Descent Approach to Secure Localization in Resource Constrained Wireless Sensor Networks.
IEEE Trans. Inf. Forensics Secur., 2012

Modeling and analysis of Electric Network Frequency signal for timestamp verification.
Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

Dense multibody motion estimation and reconstruction from a handheld camera.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012

A gradient descent based approach to secure localization in mobile sensor networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

How secure are power network signature based time stamps?
Proceedings of the ACM Conference on Computer and Communications Security, 2012

Instantaneous frequency estimation and localization for ENF signals.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Automatic Estimation of the Number of Deformation Modes in Non-rigid SfM with Missing Data.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

"Seeing" ENF: natural time stamp for digital video via optical sensing and signal processing.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Robust Trajectory-Space TV-L1 Optical Flow for Non-rigid Sequences.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

2010
Obstacle detection for vehicle navigation by chaining of adoptive declivities using geometrical constrains.
Proceedings of the Second International Conference on Digital Image Processing, 2010

Gradient descent approach for secure localization in resource constrained wireless sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2010

Dense Multi-frame Optic Flow for Non-rigid Objects Using Subspace Constraints.
Proceedings of the Computer Vision - ACCV 2010, 2010


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