Aswin C. Sankaranarayanan

27 papers · 2011–2026 · 6 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (41) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Keyword Champion 🧭 Keyword Pioneer 🧬 Topic Evolution 🔬 Deep Specialist (10) 🔥 Unstoppable · Silver 🌈 Renaissance Researcher (5) 🚀 Conference Pioneer 🗃️ Keyword Collector (118) 📈 Trend Setter 💎 Century Club · Bronze

Venues

CVPR (13) ICCV (8) ECCV (3) JMLR (1) NeurIPS (1) WACV (1)

Top co-authors

Srinivasa G. Narasimhan (7) Zhuo Hui (4) Ioannis Gkioulekas (4) Jian Wang (3) Mani Ramanagopal (3) Kalyan Sunkavalli (3) Ashok Veeraraghavan (3) Sriram Narayanan (2) M. Salman Asif (2) Matthew O'Toole (2)

Research topics

Computer Vision (15) Analysis (13) Machine Learning (9) Computer Science (7) Mathematics & Optimization (7) Processing (7) Optimization (6) Applications (5) Core AI (5) Optimization & Theory (5) Deep Learning (4) Core Methods (4) Domain-Specific (3) Foundations (3) Application Areas (2)

Keywords

non-line-of-sight imaging (4) 3d reconstruction (4) depth estimation (4) compressive sensing (3) thermal imaging (3) surface normal (2) 3d imaging (2) illuminant separation (2) structured light (2) image reconstruction (2) photometric stereo (2) 3d scanning (2) transient imaging (2) intrinsic image decomposition (2) light transport (2) data augmentation (1) self-supervised learning (1) semantic segmentation (1) object detection (1) sparse representation (1)

Papers

VT-Intrinsic: Physics-Based Decomposition of Reflectance and Shading using a Single Visible-Thermal Image Pair CVPR 2026 Spatially-Varying Autofocus ICCV 2025 A Theory of Joint Light and Heat Transport for Lambertian Scenes CVPR 2024 Coherence As Texture - Passive Textureless 3D Reconstruction by Self-interference CVPR 2024 Projecting Trackable Thermal Patterns for Dynamic Computer Vision CVPR 2024 Shape from Heat Conduction ECCV 2024 Computational 3D Imaging with Position Sensors ICCV 2023 Designing Phase Masks for Under-Display Cameras ICCV 2023 Neural Kaleidoscopic Space Sculpting CVPR 2023 Single-Photon Structured Light CVPR 2022 A Simple Framework for 3D Lensless Imaging With Programmable Masks ICCV 2021 SliceNets -- A Scalable Approach for Object Detection in 3D CT Scans WACV 2021 3PointTM: Faster Measurement of High-Dimensional Transmission Matrices ECCV 2020 A Theory of Fermat Paths for Non-Line-Of-Sight Shape Reconstruction CVPR 2019 Beyond Volumetric Albedo -- A Surface Optimization Framework for Non-Line-Of-Sight Imaging CVPR 2019 Convolutional Approximations to the General Non-Line-of-Sight Imaging Operator ICCV 2019 Learning to Separate Multiple Illuminants in a Single Image CVPR 2019 Illuminant Spectra-Based Source Separation Using Flash Photography CVPR 2018 Programmable Triangulation Light Curtains ECCV 2018 One Network to Solve Them All -- Solving Linear Inverse Problems Using Deep Projection Models ICCV 2017 Reflectance Capture Using Univariate Sampling of BRDFs ICCV 2017 The Geometry of First-Returning Photons for Non-Line-Of-Sight Imaging CVPR 2017 Random Features for Sparse Signal Classification CVPR 2016 FPA-CS: Focal Plane Array-Based Compressive Imaging in Short-Wave Infrared CVPR 2015 Photometric Stereo With Small Angular Variations ICCV 2015 Greedy Feature Selection for Subspace Clustering JMLR 2013 SpaRCS: Recovering low-rank and sparse matrices from compressive measurements NeurIPS 2011