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<!DOCTYPE HTML>
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<h1 class="title">Visual Computing Systems</h1>
<h3 class="title">Computing-Imaging-Human Co-Optimizations</h3>
<div class="midbmargin"><img width="90%" src="images/visual.png"></div>
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<p>
Over the past two decades, computer architecture research has moved from general-purpose computing to domain-specific architectures. The field is on the cusp of a new revolution, driven by emerging platforms such as Augmented Reality, Virtual Reality, and autonomous machines.
These platforms, while are of a computing nature, intimately interact with both the environment and humans: they continuously capture and interpret visual data from the environment through imaging systems and generate visual data for humans to consume.
They must be built, from the ground up, with principled considerations of three main components: imaging, computer systems, and human perception.
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<p>
Through computing-imaging-humans co-designs, our goals are to 1) better decode physical attributes of the real world, 2) understand the neural and cognitive bases of human visual perception, 3) build efficient and sustainable computing/imaging systems, and 4) build computing/imaging systems to augment human perception and cognition.
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<h2 class="courses">Recent Publications</h2>
<h3><span class="em">Imaging-Computing Co-Design</span></h3>
<div class="smallbmargin">
[<span class="confname">ISCA 2024</span>] <a class="paperlink" href="pubs/isca24-blisscam.pdf">BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling</a><br>
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[<span class="confname">ISCA 2023</span>] <a class="paperlink" href="pubs/isca23-camj.pdf">CamJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing</a><br>
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[<span class="confname">Optical Express 2023</span>] <a class="paperlink" href="pubs/oe23.pdf">Co-designed Metaoptoelectronic Deep Learning</a><br>
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[<span class="confname">IEEE VR 2022</span>] <a class="paperlink" href="pubs/vr22.pdf">Real-Time Gaze Tracking with Event-Driven Eye Segmentation</a><br>
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[<span class="confname">Applied Optics 2021</span>] <a class="paperlink" href="pubs/ao21-msonn.pdf">Design Framework for Metasurface Optics-based Convolutional Neural Networks</a>
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[<span class="confname">PACT 2020</span>] <a class="paperlink" href="pubs/pact20.pdf">Low-Latency Proactive Continuous Vision</a><br>
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[<span class="confname">MICRO 2019</span>] <a class="paperlink" href="pubs/micro19-asv.pdf">ASV: Accelerated Stereo Vision System</a><br>
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[<span class="confname">CAL 2019</span>] <a class="paperlink" href="pubs/cal19.pdf">SVSoC: Speculative Vision Systems-on-a-Chip</a><br>
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[<span class="confname">ISCA 2018</span>] <a class="paperlink" href="pubs/isca18.pdf">Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision</a><br>
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<hr>
<h3><span class="em">Human-Systems Co-Optimizations</span></h3>
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[<span class="confname">UIST 2024</span>] <a class="paperlink" href="pubs/uist24.pdf">Computational Trichromacy Reconstruction: Empowering the Color-Vision Deficient to Recognize Colors Using Augmented Reality</a><br>
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[<span class="confname">ASPLOS 2024</span>] <a class="paperlink" href="pubs/asplos24-vr.pdf">Exploiting Human Color Discrimination for Memory- and Energy-Efficient Image Encoding in Virtual Reality</a><br>
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<div class="smallbmargin">
[<span class="confname">SIGGRAPH Emerging Tech. 2023</span>] <a class="paperlink" href="pubs/siggraph23-et.pdf">Imperceptible Color Modulation for Power Saving in VR/AR</a><br>
</div>
<div class="smallbmargin">
[<span class="confname">SIGGRAPH Asia 2022</span>] <a class="paperlink" href="pubs/sa22.pdf">Color-Perception-Guided Display Power Reduction for Virtual Reality</a><br>
</div>
<div class="smallbmargin">
[<span class="confname">FPGA 2020</span>] <a class="paperlink" href="pubs/fpga20.pdf">Energy-Efficient 360-Degree Video Rendering on FPGA via Algorithm-Architecture Co-Design</a><br>
</div>
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[<span class="confname">ISCA 2019</span>] <a class="paperlink" href="pubs/isca19-evr.pdf">Energy-Efficient Video Processing for Virtual Reality</a><br>
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[<span class="confname">ApSys 2018</span>] <a class="paperlink" href="pubs/apsys18.pdf">Semantic-Aware Virtual Reality Video Streaming</a><br>
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