Dense Multi-frame Optic Flow for Non-rigid Objects Using Subspace Constraints. - Ravi Garg; Luis Pizarro; Daniel Rueckert; Lourdes Agapito (ACCV (4), 2010)

Gradient descent approach for secure localization in resource constrained wireless sensor networks. - Ravi Garg; Avinash L. Varna; Min Wu 001 (ICASSP, 2010)

Obstacle detection for vehicle navigation by chaining of adoptive declivities using geometrical constrains. - Ravi Garg; Rajendra Sahu; Stéphane Mousset; Abdelaziz Bensrhair (ICDIP, 2010)

Robust Trajectory-Space TV-L1 Optical Flow for Non-rigid Sequences. - Ravi Garg; Anastasios Roussos; Lourdes Agapito (EMMCVPR, 2011)

"Seeing" ENF: natural time stamp for digital video via optical sensing and signal processing. - Ravi Garg; Avinash L. Varna; Min Wu 001 (ACM Multimedia, 2011)

Automatic Estimation of the Number of Deformation Modes in Non-rigid SfM with Missing Data. - Carme Julià; Marco Paladini; Ravi Garg; Domenec Puig; Lourdes Agapito (SCIA, 2011)

Instantaneous frequency estimation and localization for ENF signals. - Adi Hajj-Ahmad; Ravi Garg; Min Wu 001 (APSIPA, 2012)

How secure are power network signature based time stamps? - Wei-Hong Chuang; Ravi Garg; Min Wu 001 (CCS, 2012)

A gradient descent based approach to secure localization in mobile sensor networks. - Ravi Garg; Avinash L. Varna; Min Wu 001 (ICASSP, 2012)

Dense multibody motion estimation and reconstruction from a handheld camera. - Anastasios Roussos; Chris Russell 001; Ravi Garg; Lourdes Agapito (ISMAR, 2012)

Modeling and analysis of Electric Network Frequency signal for timestamp verification. - Ravi Garg; Avinash L. Varna; Min Wu 001 (WIFS, 2012)

An Efficient Gradient Descent Approach to Secure Localization in Resource Constrained Wireless Sensor Networks. - Ravi Garg; Avinash L. Varna; Min Wu 001 (IEEE Trans. Inf. Forensics Secur., 2012)

Dense Variational Reconstruction of Non-rigid Surfaces from Monocular Video. - Ravi Garg; Anastasios Roussos; Lourdes Agapito (CVPR, 2013)

Geo-location estimation from Electrical Network Frequency signals. - Ravi Garg; Adi Hajj-Ahmad; Min Wu 001 (ICASSP, 2013)

A keypoint descriptor for alignment-free fingerprint matching. - Ravi Garg; Shantanu Rane (ICASSP, 2013)

ENF analysis on recaptured audio recordings. - Hui Su; Ravi Garg; Adi Hajj-Ahmad; Min Wu 001 (ICASSP, 2013)

ENF based location classification of sensor recordings. - Adi Hajj-Ahmad; Ravi Garg; Min Wu 001 (WIFS, 2013)

A Variational Approach to Video Registration with Subspace Constraints. - Ravi Garg; Anastasios Roussos; Lourdes Agapito (Int. J. Comput. Vis., 2013)

Spectrum Combining for ENF Signal Estimation. - Adi Hajj-Ahmad; Ravi Garg; Min Wu 001 (IEEE Signal Process. Lett., 2013)

Anti-Forensics and Countermeasures of Electrical Network Frequency Analysis. - Wei-Hong Chuang; Ravi Garg; Min Wu 001 (IEEE Trans. Inf. Forensics Secur., 2013)

"Seeing" ENF: Power-Signature-Based Timestamp for Digital Multimedia via Optical Sensing and Signal Processing. - Ravi Garg; Avinash L. Varna; Adi Hajj-Ahmad; Min Wu 001 (IEEE Trans. Inf. Forensics Secur., 2013)

Time and Location Forensics for Multimedia. - Ravi Garg (2013)

Dense motion capture of deformable surfaces from monocular video. - Ravi Garg (2013)

Exploiting rolling shutter for ENF signal extraction from video. - Hui Su; Adi Hajj-Ahmad; Ravi Garg; Min Wu 001 (ICIP, 2014)

ENF Signal Induced by Power Grid: A New Modality for Video Synchronization. - Hui Su; Adi Hajj-Ahmad; Chau-Wai Wong; Ravi Garg; Min Wu 001 (ImmersiveMe@MM, 2014)

ENF-Based Region-of-Recording Identification for Media Signals. - Adi Hajj-Ahmad; Ravi Garg; Min Wu 001 (IEEE Trans. Inf. Forensics Secur., 2015)

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue. - Ravi Garg; B. G. Vijay Kumar; Gustavo Carneiro 001; Ian D. Reid 001 (ECCV (8), 2016)

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue. - Ravi Garg; Vijay Kumar B. G; Ian D. Reid 001 (CoRR, 2016)

Non-linear Dimensionality Regularizer for Solving Inverse Problems. - Ravi Garg; Anders P. Eriksson; Ian D. Reid 001 (CoRR, 2016)

Data-Driven Approximations to NP-Hard Problems. - Anton Milan; Seyed Hamid Rezatofighi; Ravi Garg; Anthony R. Dick; Ian D. Reid 001 (AAAI, 2017)

Scaling CNNs for High Resolution Volumetric Reconstruction from a Single Image. - Adrian Johnston; Ravi Garg; Gustavo Carneiro 001; Ian D. Reid 001 (ICCV Workshops, 2017)

Dense monocular reconstruction using surface normals. - Chamara Saroj Weerasekera; Yasir Latif; Ravi Garg; Ian D. Reid 001 (ICRA, 2017)

Low-Rank Kernel Subspace Clustering. - Pan Ji; Ian D. Reid 001; Ravi Garg; Hongdong Li; Mathieu Salzmann (CoRR, 2017)

Learning Deeply Supervised Visual Descriptors for Dense Monocular Reconstruction. - Chamara Saroj Weerasekera; Ravi Garg; Ian D. Reid 001 (CoRR, 2017)

Learning Deeply Supervised Good Features to Match for Dense Monocular Reconstruction. - Chamara Saroj Weerasekera; Ravi Garg; Yasir Latif; Ian D. Reid 001 (ACCV (5), 2018)

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction. - Huangying Zhan; Ravi Garg; Chamara Saroj Weerasekera; Kejie Li; Harsh Agarwal; Ian D. Reid 001 (CVPR, 2018)

Addressing Challenging Place Recognition Tasks Using Generative Adversarial Networks. - Yasir Latif; Ravi Garg; Michael Milford; Ian D. Reid 001 (ICRA, 2018)

Just-in-Time Reconstruction: Inpainting Sparse Maps Using Single View Depth Predictors as Priors. - Chamara Saroj Weerasekera; Thanuja Dharmasiri; Ravi Garg; Tom Drummond; Ian D. Reid 001 (ICRA, 2018)

Optimizable Object Reconstruction from a Single View. - Kejie Li; Ravi Garg; Ming Cai; Ian D. Reid 001 (CoRR, 2018)

Single-view Object Shape Reconstruction Using Deep Shape Prior and Silhouette. - Kejie Li; Ravi Garg; Ming Cai; Ian Reid 001 (BMVC, 2019)

Non-Parametric Priors For Generative Adversarial Networks. - Rajhans Singh; Pavan K. Turaga; Suren Jayasuriya; Ravi Garg; Martin W. Braun (ICML, 2019)

Self-supervised Learning for Single View Depth and Surface Normal Estimation. - Huangying Zhan; Chamara Saroj Weerasekera; Ravi Garg; Ian D. Reid 001 (ICRA, 2019)

Improved Visual Localization via Graph Smoothing. - Carlos Eduardo Rosar Kós Lassance; Yasir Latif; Ravi Garg; Vincent Gripon; Ian D. Reid 001 (CoRR, 2019)

Pyglmnet: Python implementation of elastic-net regularized generalized linear models. - Mainak Jas; Titipat Achakulvisut; Aid Idrizovic; Daniel E. Acuna; Matthew Antalek; Vinícius Marques; Tommy Odland; Ravi Garg; Mayank Agrawal; Yu Umegaki; Peter Foley; Hugo Fernandes; et al. (J. Open Source Softw., 2020)

DF-VO: What Should Be Learnt for Visual Odometry? - Huangying Zhan; Chamara Saroj Weerasekera; Jia-Wang Bian; Ravi Garg; Ian D. Reid 001 (CoRR, 2021)

Improved Visual Localization via Graph Filtering. - Carlos Lassance; Yasir Latif; Ravi Garg; Vincent Gripon; Ian Reid 001 (J. Imaging, 2021)

Retrieval Augmented Classification for Long-Tail Visual Recognition. - Alexander Long; Wei Yin 006; Thalaiyasingam Ajanthan; Vu Nguyen; Pulak Purkait; Ravi Garg; Alan Blair; Chunhua Shen; Anton van den Hengel (CVPR, 2022)

TD-Road: Top-Down Road Network Extraction with Holistic Graph Construction. - Yang He; Ravi Garg; Amber Roy Chowdhury (ECCV (9), 2022)

BinoML: supervised ranking for automatic building labeling. - Puyang Ma; Ravi Garg; Mohammed N. Moustafa 001 (GeoIndstry@SIGSPATIAL, 2022)

RING-Net: road inference from GPS trajectories using a deep segmentation network. - Emre Eftelioglu; Ravi Garg; Vaibhav Kango; Chintan Gohil; Amber Roy Chowdhury (BigSpatial@SIGSPATIAL, 2022)

Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups. - Peixia Li; Pulak Purkait; Thalaiyasingam Ajanthan; Majid Abdolshah; Ravi Garg; Hisham Husain; Chenchen Xu; Stephen Gould; Wanli Ouyang; Anton van den Hengel (ICCV, 2023)

Direct Alignment for Robust NeRF Learning. - Ravi Garg; Shin-Fang Ch'ng; Simon Lucey (ACCV (9), 2024)

Invertible Neural Warp for NeRF. - Shin-Fang Ch'ng; Ravi Garg; Hemanth Saratchandran; Simon Lucey (ECCV (17), 2024)

LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick using Cosmetic Attributes. - Amila Silva; Olga Moskvyak; Alexander Long; Ravi Garg; Stephen Gould; Gil Avraham; Anton van den Hengel (WACV, 2024)

Category Level 6D Object Pose Estimation from a Single RGB Image using Diffusion. - Adam Bethell; Ravi Garg; Ian D. Reid 001 (CoRR, 2024)