Radu Timofte

Orcid: 0000-0002-1478-0402

According to our database1, Radu Timofte authored at least 407 papers between 2010 and 2024.

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Bibliography

2024
Guest Editorial: Advanced image restoration and enhancement in the wild.
IET Comput. Vis., June, 2024

Arbitrary-scale Super-resolution via Deep Learning: A Comprehensive Survey.
Inf. Fusion, February, 2024

VRT: A Video Restoration Transformer.
IEEE Trans. Image Process., 2024

African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification.
CoRR, 2024

Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?
CoRR, 2024

NTIRE 2024 Challenge on Night Photography Rendering.
CoRR, 2024

Dataset Growth.
CoRR, 2024

Towards a Generalist and Blind RGB-X Tracker.
CoRR, 2024

Efficient Degradation-aware Any Image Restoration.
CoRR, 2024

MuDreamer: Learning Predictive World Models without Reconstruction.
CoRR, 2024

Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast Conformer.
CoRR, 2024

NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge.
CoRR, 2024

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results.
CoRR, 2024

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge.
CoRR, 2024

Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey.
CoRR, 2024

Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey.
CoRR, 2024

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results.
CoRR, 2024

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results.
CoRR, 2024

Event-Based Eye Tracking. AIS 2024 Challenge Survey.
CoRR, 2024

Simple Image Signal Processing using Global Context Guidance.
CoRR, 2024

NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results.
CoRR, 2024

Deep Portrait Quality Assessment. A NTIRE 2024 Challenge Survey.
CoRR, 2024

Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs.
CoRR, 2024

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report.
CoRR, 2024

NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results.
CoRR, 2024

Virtually Enriched NYU Depth V2 Dataset for Monocular Depth Estimation: Do We Need Artificial Augmentation?
CoRR, 2024

Empowering Image Recovery_ A Multi-Attention Approach.
CoRR, 2024

Towards Image Ambient Lighting Normalization.
CoRR, 2024

Towards Online Real-Time Memory-based Video Inpainting Transformers.
CoRR, 2024

PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Aligment.
CoRR, 2024

See More Details: Efficient Image Super-Resolution by Experts Mining.
CoRR, 2024

High-Quality Image Restoration Following Human Instructions.
CoRR, 2024

BSRAW: Improving Blind RAW Image Super-Resolution.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Versatile Vision Foundation Model for Image and Video Colorization.
Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis.
Mach. Intell. Res., December, 2023

MASIC: Deep Mask Stereo Image Compression.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

PDC-Net+: Enhanced Probabilistic Dense Correspondence Network.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Advancing Learned Video Compression With In-Loop Frame Prediction.
IEEE Trans. Circuits Syst. Video Technol., May, 2023

An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement.
Int. J. Comput. Vis., April, 2023

Learning Context-Based Nonlocal Entropy Modeling for Image Compression.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Single-Model and Any-Modality for Video Object Tracking.
CoRR, 2023

Deep Equilibrium Diffusion Restoration with Parallel Sampling.
CoRR, 2023

MoVideo: Motion-Aware Video Generation with Diffusion Models.
CoRR, 2023

A Study of Forward-Forward Algorithm for Self-Supervised Learning.
CoRR, 2023

DiffI2I: Efficient Diffusion Model for Image-to-Image Translation.
CoRR, 2023

When Super-Resolution Meets Camouflaged Object Detection: A Comparison Study.
CoRR, 2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge.
CoRR, 2023

mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs.
CoRR, 2023

Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations.
CoRR, 2023

Equivariant Multi-Modality Image Fusion.
CoRR, 2023

StyleGenes: Discrete and Efficient Latent Distributions for GANs.
CoRR, 2023

NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results.
CoRR, 2023

Fast Online Video Super-Resolution with Deformable Attention Pyramid.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Perceptual Image Enhancement for Smartphone Real-Time Applications.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Audio-Visual Efficient Conformer for Robust Speech Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Object Segmentation by Mining Cross-Modal Semantics.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

LocalViT: Analyzing Locality in Vision Transformers.
IROS, 2023

Knowledge Distillation based Degradation Estimation for Blind Super-Resolution.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Basic Binary Convolution Unit for Binarized Image Restoration Network.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

VA-DepthNet: A Variational Approach to Single Image Depth Prediction.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Source-free Depth for Object Pop-out.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Alignment-free HDR Deghosting with Semantics Consistent Transformer.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Speeding Up Online Self-Supervised Learning by Exploiting Its Limitations.
Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

Denoising Diffusion Models for Plug-and-Play Image Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Towards Real-Time 4K Image Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Image Shadow Removal Challenge Report.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

WSRD: A Novel Benchmark for High Resolution Image Shadow Removal.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Efficient Multi-Lens Bokeh Effect Rendering and Transformation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on HR Depth from Images of Specular and Transparent Surfaces.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Single Image Depth Prediction Made Better: A Multivariate Gaussian Take.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


LSDIR: A Large Scale Dataset for Image Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Efficient and Explicit Modelling of Image Hierarchies for Image Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023




CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Graph Transformer GANs for Graph-Constrained House Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Plug-and-Play Image Restoration With Deep Denoiser Prior.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Efficient and robust eye images iris segmentation using a lightweight U-net convolutional network.
Multim. Tools Appl., 2022

Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report.
CoRR, 2022

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results.
CoRR, 2022

3D-Aware Video Generation.
CoRR, 2022

NTIRE 2022 Challenge on Perceptual Image Quality Assessment.
CoRR, 2022

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
CoRR, 2022

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results.
CoRR, 2022

Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis.
CoRR, 2022

Video super-resolution based on deep learning: a comprehensive survey.
Artif. Intell. Rev., 2022

Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Recurrent Video Restoration Transformer with Guided Deformable Attention.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Perceptual Learned Video Compression with Recurrent Conditional GAN.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Flow-Guided Sparse Transformer for Video Deblurring.
Proceedings of the International Conference on Machine Learning, 2022

Efficient Video Enhancement Transformer.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022


Transform Your Smartphone into a DSLR Camera: Learning the ISP in the Wild.
Proceedings of the Computer Vision - ECCV 2022, 2022

The Tenth Visual Object Tracking VOT2022 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022


Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 Challenge: Report.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022




MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022



Real-Time Under-Display Cameras Image Restoration and HDR on Mobile Devices.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022


Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction.
Proceedings of the Computer Vision - ECCV 2022, 2022


Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


Generative Flows with Invertible Attentions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unpaired Real-World Super-Resolution with Pseudo Controllable Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022


LAN: Lightweight Attention-based Network for RAW-to-RGB Smartphone Image Processing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022


Arbitrary-Scale Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

NTIRE 2022 Challenge on Learning the Super-Resolution Space.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

RePaint: Inpainting using Denoising Diffusion Probabilistic Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Revisiting Random Channel Pruning for Neural Network Compression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022



Conformer and Blind Noisy Students for Improved Image Quality Assessment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


PhoneDepth: A Dataset for Monocular Depth Estimation on Mobile Devices.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022



SiNeRF: Sinusoidal Neural Radiance Fields for Joint Pose Estimation and Scene Reconstruction.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Single-Image super-resolution - When model adaptation matters.
Pattern Recognit., 2021

Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model.
IEEE J. Sel. Top. Signal Process., 2021

Editorial: Introduction to the Issue on Deep Learning for Image/Video Restoration and Compression.
IEEE J. Sel. Top. Signal Process., 2021

Special Section Guest Editorial: Perceptually Optimized Imaging.
J. Electronic Imaging, 2021

Towards closing the gap in weakly supervised semantic segmentation with DCNNs: Combining local and global models.
Comput. Vis. Image Underst., 2021

Adversarial feature distribution alignment for semi-supervised learning.
Comput. Vis. Image Underst., 2021

Global and Local Alignment Networks for Unpaired Image-to-Image Translation.
CoRR, 2021

NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results.
CoRR, 2021

Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.
CoRR, 2021

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Dataset and Study.
CoRR, 2021

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results.
CoRR, 2021

LocalViT: Bringing Locality to Vision Transformers.
CoRR, 2021

Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution.
CoRR, 2021

Zero-Pair Image to Image Translation using Domain Conditional Normalization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Deep Learning for Visual Data Compression.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Local Memory Attention for Fast Video Semantic Segmentation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Fast Few-Shot Classification by Few-Iteration Meta-Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

SMILE: Semantically-guided Multi-attribute Image and Layout Editing.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

SwinIR: Image Restoration Using Swin Transformer.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

The Ninth Visual Object Tracking VOT2021 Challenge Results.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Generalized Real-World Super-Resolution through Adversarial Robustness.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Towards Efficient Graph Convolutional Networks for Point Cloud Handling.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Towards Flexible Blind JPEG Artifacts Removal.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Fourier Space Losses for Efficient Perceptual Image Super-Resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Reparametrization of Multi-Frame Super-Resolution and Denoising.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

DeFlow: Learning Complex Image Degradations From Unpaired Data With Conditional Flows.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Shadow Removal With Paired and Unpaired Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Learning Accurate Dense Correspondences and When To Trust Them.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

NTIRE 2021 Challenge on Video Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fast and Accurate Camera Scene Detection on Smartphones.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Challenge on Image Deblurring.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Efficient CNN Architecture for Multi-Modal Aerial View Object Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Learning the Super-Resolution Space Challenge.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Multi-Modal Aerial View Object Classification Challenge.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Flow-Based Kernel Prior With Application to Blind Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Real-Time Video Super-Resolution on Smartphones With Deep Learning, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Learned Smartphone ISP on Mobile NPUs With Deep Learning, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fast Camera Image Denoising on Mobile GPUs With Deep Learning, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Depth Guided Image Relighting Challenge.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Deep Burst Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

NTIRE 2021 NonHomogeneous Dehazing Challenge Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

NTIRE 2021 Challenge for Defocus Deblurring Using Dual-Pixel Images: Methods and Results.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Deep Homography for Efficient Stereo Image Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Line Encoding for Monocular 3D Object Detection and Depth Prediction.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Learned Dynamic Guidance for Depth Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

AIM 2020 Challenge on Learned Image Signal Processing Pipeline.
CoRR, 2020

Self-Supervised Shadow Removal.
CoRR, 2020

AIM 2020 Challenge on Image Extreme Inpainting.
CoRR, 2020

Few-Shot Classification By Few-Iteration Meta-Learning.
CoRR, 2020

AIM 2020 Challenge on Video Temporal Super-Resolution.
CoRR, 2020

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results.
CoRR, 2020

The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture.
CoRR, 2020

OpenDVC: An Open Source Implementation of the DVC Video Compression Method.
CoRR, 2020

Learning Context-Based Non-local Entropy Modeling for Image Compression.
CoRR, 2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.
CoRR, 2020

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CoRR, 2020

NTIRE 2020 Challenge on Image and Video Deblurring.
CoRR, 2020

AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results.
CoRR, 2020

Efficient Video Semantic Segmentation with Labels Propagation and Refinement.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Adversarial Sampling for Active Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Learned image and video compression with deep neural networks.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Same Same but Different: Augmentation of Tiny Industrial Datasets using Generative Adversarial Networks.
Proceedings of the 7th Swiss Conference on Data Science, 2020

GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020



Efficiently Detecting Plausible Locations for Object Placement Using Masked Convolutions.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Learning to Improve Image Compression Without Changing the Standard Decoder.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

AIM 2020 Challenge on Video Temporal Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects.
Proceedings of the Computer Vision - ECCV 2020, 2020


SRFlow: Learning the Super-Resolution Space with Normalizing Flow.
Proceedings of the Computer Vision - ECCV 2020, 2020

DHP: Differentiable Meta Pruning via HyperNetworks.
Proceedings of the Computer Vision - ECCV 2020, 2020

The Eighth Visual Object Tracking VOT2020 Challenge Results.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Flexible Example-Based Image Enhancement with Task Adaptive Global Feature Self-guided Network.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020





Learning What to Learn for Video Object Segmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Know Your Surroundings: Exploiting Scene Information for Object Tracking.
Proceedings of the Computer Vision - ECCV 2020, 2020


Deep Unfolding Network for Image Super-Resolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020



Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Rendering Natural Camera Bokeh Effect with Deep Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Replacing Mobile Camera ISP with a Single Deep Learning Model.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Probabilistic Regression for Visual Tracking.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020



NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


How to Train Your Energy-Based Model for Regression.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

A Weakly Supervised Convolutional Network for Change Segmentation and Classification.
Proceedings of the Computer Vision - ACCV 2020 Workshops - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results.
CoRR, 2019

Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement.
CoRR, 2019

Night-to-Day Image Translation for Retrieval-based Localization.
Proceedings of the International Conference on Robotics and Automation, 2019

Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models.
Proceedings of the 7th International Conference on Learning Representations, 2019

Dense-Haze: A Benchmark for Image Dehazing with Dense-Haze and Haze-Free Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Image Demoireing: Dataset and Study.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019


Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

SMIT: Stochastic Multi-Label Image-to-Image Translation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Unsupervised Learning for Real-World Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

The Vid3oC and IntVID Datasets for Video Super Resolution and Quality Mapping.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Towards Spectral Estimation from a Single RGB Image in the Wild.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AI Benchmark: All About Deep Learning on Smartphones in 2019.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019




DIV8K: DIVerse 8K Resolution Image Dataset.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Efficient Video Super-Resolution through Recurrent Latent Space Propagation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Frequency Separation for Real-World Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Learning Filter Basis for Convolutional Neural Network Compression.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fast Image Restoration With Multi-Bin Trainable Linear Units.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Guided Network for Fast Image Denoising.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Discriminative Model Prediction for Tracking.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Generative Adversarial Networks for Extreme Learned Image Compression.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Efficient convolutional neural network for apparent age prediction.
Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019



NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Practical Full Resolution Learned Lossless Image Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

3D Appearance Super-Resolution With Deep Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019



Exemplar Guided Face Image Super-Resolution Without Facial Landmarks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019




Tracking the Known and the Unknown by Leveraging Semantic Information.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Deep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks.
Int. J. Comput. Vis., 2018

Guest Editorial: Vision and Computational Photography and Graphics.
Comput. Vis. Image Underst., 2018

Multi-bin Trainable Linear Unit for Fast Image Restoration Networks.
CoRR, 2018

An efficient CNN for spectral reconstruction from RGB images.
CoRR, 2018

Integrating Local and Non-local Denoiser Priors for Image Restoration.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Towards Image Understanding from Deep Compression Without Decoding.
Proceedings of the 6th International Conference on Learning Representations, 2018

ComboGAN: Unrestricted Scalability for Image Domain Translation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Fast Perceptual Image Enhancement.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


CARN: Convolutional Anchored Regression Network for Fast and Accurate Single Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


AI Benchmark: Running Deep Neural Networks on Android Smartphones.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

The 2018 PIRM Challenge on Perceptual Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Adversarial Style Transfer Networks for Face Aging.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Conditional Probability Models for Deep Image Compression.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

WESPE: Weakly Supervised Photo Enhancer for Digital Cameras.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

NTIRE 2018 Challenge on Spectral Reconstruction From RGB Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

ComboGAN: Unrestrained Scalability for Image Domain Translation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

O-HAZE: A Dehazing Benchmark With Real Hazy and Haze-Free Outdoor Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

NTIRE 2018 Challenge on Image Dehazing: Methods and Results.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Extreme Learned Image Compression with GANs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

I-HAZE: A Dehazing Benchmark with Real Hazy and Haze-Free Indoor Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Leveraging observation uncertainty for robust visual tracking.
Comput. Vis. Image Underst., 2017

On the Relation between Color Image Denoising and Classification.
CoRR, 2017

Single Image Super Resolution - When Model Adaptation Matters.
CoRR, 2017

Evaluating race and sex diversity in the world's largest companies using deep neural networks.
CoRR, 2017

Soft-to-Hard Vector Quantization for End-to-End Learned Compression of Images and Neural Networks.
CoRR, 2017

k^2 k 2 -means for Fast and Accurate Large Scale Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

In Defense of Shallow Learned Spectral Reconstruction from RGB Images.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Early Adaptation of Deep Priors in Age Prediction from Face Images.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Anchored Regression Networks Applied to Age Estimation and Super Resolution.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017


NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Demosaicing Based on Directional Difference Regression and Efficient Regression Priors.
IEEE Trans. Image Process., 2016

Semantic super-resolution: When and where is it useful?
Comput. Vis. Image Underst., 2016

PICASO: PIxel correspondences and SOft match selection for real-time tracking.
Comput. Vis. Image Underst., 2016

Failure Detection for Facial Landmark Detectors.
CoRR, 2016

k2-means for fast and accurate large scale clustering.
CoRR, 2016

Leveraging single for multi-target tracking using a novel trajectory overlap affinity measure.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Anchored fusion for image restoration.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Regressor Basis Learning for anchored super-resolution.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Fast Optical Flow Using Dense Inverse Search.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Features or Not: Temperature and Time Prediction in Outdoor Scenes.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Structured Output SVM Prediction of Apparent Age, Gender and Smile from Deep Features.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Seven Ways to Improve Example-Based Single Image Super Resolution.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Some Like It Hot - Visual Guidance for Preference Prediction.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Generic 3D Convolutional Fusion for Image Restoration.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

From Face Images and Attributes to Attributes.
Proceedings of the Computer Vision - ACCV 2016, 2016

Failure Detection for Facial Landmark Detectors.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Iterative Nearest Neighbors.
Pattern Recognit., 2015

An Elastic Deformation Field Model for Object Detection and Tracking.
Int. J. Comput. Vis., 2015

Jointly Optimized Regressors for Image Super-resolution.
Comput. Graph. Forum, 2015

Learned Collaborative Representations for Image Classification.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Sparse Flow: Sparse Matching for Small to Large Displacement Optical Flow.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Discovery of Sets of Mutually Orthogonal Vanishing Points in Videos.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, 2015

Efficient regression priors for post-processing demosaiced images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Efficient regression priors for reducing image compression artifacts.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

DLDR: Deep Linear Discriminative Retrieval for Cultural Event Classification from a Single Image.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

DEX: Deep EXpectation of Apparent Age from a Single Image.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Make my day - high-fidelity color denoising with Near-Infrared.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Metric imitation by manifold transfer for efficient vision applications.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Adaptive and Weighted Collaborative Representations for image classification.
Pattern Recognit. Lett., 2014

Multi-view traffic sign detection, recognition, and 3D localisation.
Mach. Vis. Appl., 2014

Scale-invariant line descriptors for wide baseline matching.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A+: Adjusted Anchored Neighborhood Regression for Fast Super-Resolution.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Efficient Loopy Belief Propagation Using the Four Color Theorem.
Proceedings of the Advanced Topics in Computer Vision, 2013

Sparse and Collaborative Representations for Computer Vision (Schaars en collaboratieve representaties voor computer vision).
PhD thesis, 2013

Traffic sign recognition - How far are we from the solution?
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Anchored Neighborhood Regression for Fast Example-Based Super-Resolution.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Handling Occlusions with Franken-Classifiers.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Robust Scene Stitching in Large Scale Mobile Mapping.
Proceedings of the British Machine Vision Conference, 2013

2012
Non-parametric motion-priors for flow understanding.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Weighted collaborative representation and classification of images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Stixels Motion Estimation without Optical Flow Computation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Fast Stixel Computation for Fast Pedestrian Detection.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Iterative Nearest Neighbors for classification and dimensionality reduction.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Pedestrian detection at 100 frames per second.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A Training-free Classification Framework for Textures, Writers, and Materials.
Proceedings of the British Machine Vision Conference, 2012

Naive Bayes Image Classification: Beyond Nearest Neighbors.
Proceedings of the Computer Vision - ACCV 2012, 2012

Automatic Stave Discovery for Musical Facsimiles.
Proceedings of the Computer Vision, 2012

2011
Multi-view manhole detection, recognition, and 3D localisation.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Stixels estimation without depth map computation.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Sparse Representation Based Projections.
Proceedings of the British Machine Vision Conference, 2011

2010
Integrating Object Detection with 3D Tracking Towards a Better Driver Assistance System.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Hough Transform and 3D SURF for Robust Three Dimensional Classification.
Proceedings of the Computer Vision - ECCV 2010, 2010

Four Color Theorem for Fast Early Vision.
Proceedings of the Computer Vision - ACCV 2010, 2010


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