Publications related to Transform, clipping, and lighting

Aggregating Spatial and Photometric Context for Photometric Stereo

Photometric stereo, a computer vision technique for estimating the 3D shape of objects through images captured under varying illumination conditions, has been a topic of research for nearly four decades. In its general formulation, photometric stereo is an ...

EPFL2024

MOD2IR: High-Performance Code Generation for a Biophysically Detailed Neuronal Simulation DSL

Felix Schürmann, Pramod Shivaji Kumbhar, Omar Awile, Ioannis Magkanaris

Advances in computational capabilities and large volumes of experimental data have established computer simulations of brain tissue models as an important pillar in modern neuroscience. Alongside, a variety of domain specific languages (DSLs) have been dev ...

ACM2023

Efficient Analytical Query Processing on CPU-GPU Hardware Platforms

Periklis Chrysogelos

Timely insights lead to business growth and scientific breakthroughs but require analytical engines that cope with the ever-increasing data processing needs. Analytical engines relied on rapid CPU improvements, yet the end of Dennard scaling stopped the fr ...

EPFL2022

Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography

Francesco Regazzoni, Subhadeep Banik, Hamid Nejatollahi

The advent of the quantum computer makes current public-key infrastructure insecure. Cryptography community is addressing this problem by designing, efficiently implementing, and evaluating novel public-key algorithms capable of withstanding quantum comput ...

ASSOC COMPUTING MACHINERY2020

Accelerators for Data Processing

Yusuf Onur Koçberber

The explosive growth in digital data and its growing role in real-time analytics motivate the design of high-performance database management systems (DBMSs). Meanwhile, slowdown in supply voltage scaling has stymied improvements in core performance and ush ...

EPFL2015

Monocular 3D Reconstruction of Locally Textured Surfaces

Pascal Fua, Mathieu Salzmann, Appu Shaji, Aydin Varol

Most recent approaches to monocular non-rigid 3D shape recovery rely on exploiting point correspondences and work best when the whole surface is well-textured. The alternative is to rely either on contours or shading information, which has only been demons ...

2012

An optimal first-order solver for the TV-$L_1$ optical flow problem

Pierre Vandergheynst, Gilles Puy, Emmanuel D'Angelo

In this study, we address the problem of computing efficiently a dense optical flow between two images under a total variation (TV) regularization and an

L_1

norm data fidelity constraint using a variational method. We build upon Nesterov's framework for ...

2010

Monocular 3D Reconstruction of Locally Textured Surfaces

Pascal Fua, Mathieu Salzmann, Appu Shaji, Aydin Varol

Most recent approaches to monocular non-rigid 3D shape recovery rely on exploiting point correspondences and work best when the whole surface is well-textured. The alternative is to rely either on contours or shading information, which has only been demons ...

EPFL2010

Transform, clipping, and lighting

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Aggregating Spatial and Photometric Context for Photometric Stereo

MOD2IR: High-Performance Code Generation for a Biophysically Detailed Neuronal Simulation DSL

Efficient Analytical Query Processing on CPU-GPU Hardware Platforms

Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography

Accelerators for Data Processing

Monocular 3D Reconstruction of Locally Textured Surfaces

An optimal first-order solver for the TV-$L_1$ optical flow problem

Monocular 3D Reconstruction of Locally Textured Surfaces

Efficient Analytical Query Processing on CPU-GPU Hardware Platforms

Aggregating Spatial and Photometric Context for Photometric Stereo

MOD2IR: High-Performance Code Generation for a Biophysically Detailed Neuronal Simulation DSL

Monocular 3D Reconstruction of Locally Textured Surfaces

Accelerators for Data Processing

Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography

An optimal first-order solver for the TV-$L_1$ optical flow problem

Monocular 3D Reconstruction of Locally Textured Surfaces