Fudamentos de Processamento de Imagens / Computação Gráfica / Fotografia Computacional

Sugestões de Projetos 

Genrative Image Dynamics (CVPR 2024) (FC)
pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction (CVPR 2024)
Prompt-to-Prompt Image Editing with Cross-Attention Control (FC)
Text-to-3D Shape Generation Paper List (FC | CG)
Diffusion Models for Machine Learning (Tutorial by AssemblyAI and References)
Visit the OpenArt website  (and get inspired)
Marigold Generative Computer Vision (A novel diffusion-based model for dense prediction - monocular depth estimation, surface normal prediction, and intrinsic image decomposition)
Vision Transformers (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
Hierarchical Vision Transformers
3D Gaussian Splatting for Real-Time Radiance Field Rendering (SIGGRAPH 2023)
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation (CVPR 2023)
Visual Programming: Compositional visual reasoning without training (CVPR 2023)

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold (SIGGRAPH 2023)
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis (ICML 2023)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures (ICCV 2023)

Plenoxels: Radiance Fields without Neural Networks (CVPR 2022) 
GANgealing: GAN-Supervised Dense Visual Alignment (CVPR 2022)

Vid2Player: Controllable Video Sprites that Behave and Appear like Professional Tennis Players (SIGGRAPH 2021)
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery (ICCV 2021)
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections (CVPR 2021)
ReStyle: A Residual-based StyleGAN Encoder via Iterative Refinement (ICCV 2021)

NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

Handheld Multi-Frame Super-Resolution (SIGGRAPH 2019)
Hyperparameter Optimization in Black-Box Image Processing Using Differentiable Kernels (SIGGRAPH 2019)
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography  (SIGGRAPH 2019)
Semantic Photo Manipulation with a Generative Image Prior (SIGGRAPH 2019)
The Face of Art: Detection and Geometric Style in Portraits (SIGGRAPH 2019)
Distortion-Free Wide-Angle Portraits on Camera Phones (SIGGRAPH 2019)

Visual Rhythm and Beat (SIGGRAPH 2018)
Shape Representation by Zippables (SIGGRAPH 2018)
FontCode: Embedding Information in Text Documents using Glyph Perturbation (SIGGRAPH 2018)
Synthetic depth-of-field with a single-camera mobile phone (SIGGRAPH 2018)
Scale-aware Black-and-White Abstractions of 3D Shapes (SIGGRAPH 2018)
Computational Design of Transforming Pop-Up Books (SIGGRAPH 2018)
Perception-Driven Semi-Structured Boundary Vectorization (SIGGRAPH 2018)
FaceShop: Deep Sketch-based Face Image Editing (SIGGRAPH 2018)
StrokeAggregator: Consolidating Raw Sketches into Artist-Intended Curve Drawings (SIGGRAPH 2018)
Instant 3D Photography (SIGGRAPH 2018)

Photo2ClipArt: Image Abstraction and Vectorization Using Layered Linear Gradients (SIGGRAPH 2017)

Modeling Character Canvases from Cartoon Drawings (SIGGRAPH 2016)
EyeOpener: Editing Eyes in the Wild (SIGGRAPH 2016)
Flow-Guided Warping for Image-Based Shape Manipulation (SIGGRAPH 2016) paper
Transfiguring Portraits (SIGGRAPH 2016) paper
Perspective-Aware Manipulation of Portrait Photos (SIGGRAPH 2016)
Painting Style Transfer for Head Portraits (SIGGRAPH 2016) paper
Interactive Sketching of Urban Procedural Models (SIGGRAPH 2016)
Band-Sifting Decomposition for Image-Based Material Editing (SIGGRAPH 2016)
Legible Compact Calligrams (SIGGRAPH 2016) (short video)
My Text in Your Handwriting (SIGGRAPH 2016)

Perceptually Based Downscaling of Images (SIGGRAPH 2015)
Dehazing Using Color Lines (SIGGRAPH 2015)
AudeoSynth: Music-Driven Video Montage (SIGGRAPH 2015)
A Computational Approach for Taking  Photos Through Visual Obstructions (SIGGRAPH 2015)
High-Order Recursive Filtering of Non-Uniformly Sampled Signals for Image and Video Processing (EUROGRAPHICS 2015)
Compressive Image Reconstruction in Reduced Union of Subspaces (EUROGRAPHICS 2015)

Learning to be a Depth Camera (SIGGRAPH 2014)
Style Transfer for Headshot Portraits (SIGGRAPH 2014)
The Visual Microphone: Passive Recovery of Sound from Video (SIGGRAPH 2014)
Fast High-Quality non-Blind Deconvolution Using Sparse Adaptive Priors (TVC 2014)
Transient Attributes for High-Level Understanding and Editing of Outdoor Scences (SIGGRAPH 2014)

Halftone QR Codes (SIGGRAPH Asia 2013)
Painting by Feature: Texture Boundaries for Example-based Image Creation (SIGGRAPH 2013)
User-Assisted Image Compositing for Photographic Lighting (SIGGRAPH 2013)
Depicting Stylized Materials with Vector Shade Trees (SIGGRAPH 2013)
RealBrush: Painting with Examples of Physical Media (SIGGRAPH 2013)
Optimizing Color Consistency in Photo Collections (SIGGRAPH 2013)
Probabilistic Color-by-Numbers: Suggesting Pattern Colorization Using Factor Graphs (SIGGRAPH 2013)

Image Melding: Combining Inconsistent Images Using Patch-Based Synthesis (SIGGRAPH 2012)
Interactive Images: Cuboid Proxies for Smart Image Manipulations (SIGGRAPH 2012)
Adaptive Manifolds for Real-Time High-Dimensional Filtering  (SIGGRAPH 2012)
Panorama Weaving: Fast and Flexible Seam Processing (SIGGRAPH 2012)
Decoupling Algorithms from Schedules for Easy Optimization of Image Processing Pipelines (SIGGRAPH 2012)

ShadowDraw: Real-Time User Guidance for Freehand Drawing (SIGGRAPH 2011)
Matting and Compositing of Transparent and Refractive Objects (SIGGRAPH 2011)
Digital Micrography (SIGGRAPH 2011)
Domain Transform for Edge-Aware Image and Video Processing (SIGGRAPH 2011)
Image and Video Upscaling from Local Self-Examples (SIGGRAPH 2011)
Microgeometry Capture Using an Elatomeric Sensor (SIGGRAPH 2011)

RepFinder: Finding Approximately Repeated Scene Elements for Image Editing (SIGGRAPH 2010)
Camouflage Images (SIGGRAPH 2010)
From Image Parsing  to Painterly Rendering (SIGGRAPH 2010)
2.5D Cartoon Models (SIGGRAPH 2010)
Structure-Based ASCII Art (SIGGRAPH 2010)
GradientShop (SIGGRAPH 2010)

PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing (SIGGRAPH 2009)
Moving Gradients: A Path-Based Method for Plausible Image Interpolation (SIGGRAPH 2009)
Coordinates for Instant Image Cloning (SIGGRAPH 2009)
Video SnapCut (SIGGRAPH 2009)
Paint Selection (SIGGRAPH 2009)
Local Layering (SIGGRAPH 2009)

A Perception-Based Color Space for Illumination-Invariant Image Processing (SIGGRAPH 2008)
Light Mixture Estimation for Spatially Varying White Ballance (SIGGRAPH 2008)
Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation (SIGGRAPH 2008)
Display-Adaptive Tone Mapping (SIGGRAPH 2008)
Self-Animating Images (SIGGRAPH 2008)
Motion-Invariant Photography (SIGGRAPH 2008)
Single Image Dehazing (SIGGRAPH 2008)
High-Quality Motion Deblurring from a Single Image (SIGGRAPH 2008)
Progressive Inter-Scale and Intra-Scale Non-Blind Image Deconvolution (SIGGRAPH 2008)

Seam Carving for Content-Aware Image Resizing (SIGGRAPH 2007)

Image-Based Material Editing (SIGGRAPH 06)
Hybrid Images (SIGGRAPH 06)
Drag-and-Drop Pasting  (SIGGRAPH 06)
Two-Scale Tone Management for Photographics Look (SIGGRAPH 06)
Color Harmonization (SIGGRAPH 06)
Fast Separation of Direct and Global Images (SIGGRAPH 06)
AutoCollage (SIGGRAPH 06)

Dual Photography (SIGGRAPH 05)
Color2Gray: Salience Preserving Color Removal (SIGGRAPH 05)
Animating Pictures with Stochastic Motion Textures (SIGGRAPH 05)
Image Completion with Structure Propagation (SIGGRAPH 05)
Removing Photography Artifacts Using Gradient Projection and Flash-Exposure Sampling (SIGGRAPH 05)

Colorization using Optimization (SIGGRAPH 04)
Interactive Digital Photomontage (SIGGRAPH 04)
Video Tooning (SIGGRAPH 04)
Digital Photography with Flash and No-Flash Pairs (SIGGRAPH 04)
Flash Photography Enhancement via Intrinsic Relighting (SIGGRAPH 04)
Non-photorealistic Camera (SIGGRAPH 04)
Eyes for Relighting (SIGGRAPH 04)

Fragment-Based Image Completion (SIGGRAPH 03)
Poisson Image Editing (SIGGRAPH 03)
Wang Tiles for Image and Texture Generation (SIGGRAPH 03)
GraphCut Textures: Image and Video Synthesis using Graph Cuts (SIGGRAPH 03)
Recovering 3-D Shape and Reflectance from a Small Number of Photographs (EGWR 03)
Single View Modeling
A Stained Glass Image Filter (EGWR 03)
The Trilateral Filter for High Contrast Images and Meshes (EGWR 03)
Interactive Time-Dependent Tone Mapping Using Programmable Graphics Hardware (EGWR 03)
Jigsaw Image Mosaics (SIGGRAPH 2002)
Stylization and Abstractions of Photographs (SIGGRAPH 02)
Photographic Tone Reproduction for Digital Images (SIGGRAPH 02)
Interactive Texture Synthesis on Surfaces Using Jump Maps (EGWR 03)
Hybrid Texture Synthesis (EGWR 03)
Synthesizing Natural Textures (I3D 2001)
Gradient Domain High Dynamic Range Compression (SIGGRAPH 02)
Fast Bilateral Filtering ... (SIGGRAPH 02)
Transfering Color to Greyscale Images (SIGGRAPH 02)
Image Morphing (Eurographics 2002)
Simulating Decorative Mosaics (SIGGRAPH 2001)
Image Analogies (SIGGRAPH 2001)
Image Quilting for Texture Synthesis and Transfer (SIGGRAPH 2001)
Single-View Metrology (ICCV 99)