Papers Face Reconstruction
“Face Reconstruction” 태그가 달린 논문 259편 · 필터 해제
LAFR: Efficient Diffusion-based Blind Face Restoration via Latent Codebook Alignment Adapter
Blind face restoration from low-quality (LQ) images is a challenging task that requires not only high-fidelity image reconstruction but also the preservation of facial identity. While diffusion models like Stable Diffusi…
Blind Face RestorationDenoisingFace ReconstructionImage ReconstructionTokBench: Evaluating Your Visual Tokenizer before Visual Generation
In this work, we reveal the limitations of visual tokenizers and VAEs in preserving fine-grained features, and propose a benchmark to evaluate reconstruction performance for two challenging visual contents: text and face…
Face RecognitionFace ReconstructionImage CompressionOptical Character Recognition (OCR)3D Face Reconstruction Error Decomposed: A Modular Benchmark for Fair and Fast Method Evaluation
Computing the standard benchmark metric for 3D face reconstruction, namely geometric error, requires a number of steps, such as mesh cropping, rigid alignment, or point correspondence. Current benchmark tools are monolit…
3D Face ReconstructionBenchmarkingFace ReconstructionPixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
We address the 3D reconstruction of human faces from a single RGB image. To this end, we propose Pixel3DMM, a set of highly-generalized vision transformers which predict per-pixel geometric cues in order to constrain the…
3D Face Reconstruction3D ReconstructionDiversityFace Model+1StyleMorpheus: A Style-Based 3D-Aware Morphable Face Model
For 3D face modeling, the recently developed 3D-aware neural rendering methods are able to render photorealistic face images with arbitrary viewing directions. The training of the parametric controllable 3D-aware face mo…
DecoderDisentanglementFace ModelFace Reconstruction+1Dual Codebook VQ: Enhanced Image Reconstruction with Reduced Codebook Size
Vector Quantization (VQ) techniques face significant challenges in codebook utilization, limiting reconstruction fidelity in image modeling. We introduce a Dual Codebook mechanism that effectively addresses this limitati…
Face ReconstructionImage ReconstructionQuantizationSketch-1-to-3: One Single Sketch to 3D Detailed Face Reconstruction
3D face reconstruction from a single sketch is a critical yet underexplored task with significant practical applications. The primary challenges stem from the substantial modality gap between 2D sketches and 3D facial st…
3D Face ReconstructionDomain AdaptationFace ReconstructionTalkingEyes: Pluralistic Speech-Driven 3D Eye Gaze Animation
Although significant progress has been made in the field of speech-driven 3D facial animation recently, the speech-driven animation of an indispensable facial component, eye gaze, has been overlooked by recent research. …
Face ReconstructionTowards Dynamic Neural Communication and Speech Neuroprosthesis Based on Viseme Decoding
Decoding text, speech, or images from human neural signals holds promising potential both as neuroprosthesis for patients and as innovative communication tools for general users. Although neural signals contain various i…
Face ReconstructionLearning Person-Specific Animatable Face Models from In-the-Wild Images via a Shared Base Model
Training a generic 3D face reconstruction model in a self-supervised manner using large-scale, in-the-wild 2D face image datasets enhances robustness to varying lighting conditions and occlusions while allowing the m…
3D Face ReconstructionFace AlignmentFace ReconstructionS^3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors
Recent 3D face reconstruction methods have made remarkable advancements, yet achieving high-quality facial reflectance from monocular input remains challenging. Existing methods rely on the light-stage captured data …
3D Face ReconstructionFace ReconstructionGenerative Face Parsing Map Guided 3D Face Reconstruction Under Occluded Scenes
Over the past few years, single-view 3D face reconstruction methods can produce beautiful 3D models. Nevertheless,the input of these works is unobstructed faces.We describe a system designed to reconstruct convincing fac…
3D Face ReconstructionFace ParsingFace ReconstructionGenerative Landmarks Guided Eyeglasses Removal 3D Face Reconstruction
Single-view 3D face reconstruction is a fundamental Computer Vision problem of extraordinary difficulty. Current systems often assume the input is unobstructed faces which makes their method not suitable for in-the-wild …
3D Face ReconstructionFace ParsingFace Reconstruction3D Face Reconstruction With Geometry Details From a Single Color Image Under Occluded Scenes
3D face reconstruction technology aims to generate a face stereo model naturally and realistically. Previous deep face reconstruction approaches are typically designed to generate convincing textures and cannot generaliz…
3D Face ReconstructionFace ReconstructionHAIFAI: Human-AI Collaboration for Mental Face Reconstruction
We present HAIFAI - a novel collaborative human-AI system to tackle the challenging task of reconstructing a visual representation of a face that exists only in a person's mind. Users iteratively rank images presented by…
Face Reconstruction3D Face Reconstruction From Radar Images
The 3D reconstruction of faces gains wide attention in computer vision and is used in many fields of application, for example, animation, virtual reality, and even forensics. This work is motivated by monitoring patients…
3D Face Reconstruction3D ReconstructionFace ModelFace ReconstructionKAN See Your Face
With the advancement of face reconstruction (FR) systems, privacy-preserving face recognition (PPFR) has gained popularity for its secure face recognition, enhanced facial privacy protection, and robustness to various at…
Face RecognitionFace ReconstructionPrivacy PreservingFace Reconstruction from Face Embeddings using Adapter to a Face Foundation Model
Face recognition systems extract embedding vectors from face images and use these embeddings to verify or identify individuals. Face reconstruction attack (also known as template inversion) refers to reconstructing face …
Face RecognitionFace ReconstructionReconstruction AttackOFER: Occluded Face Expression Reconstruction
Reconstructing 3D face models from a single image is an inherently ill-posed problem, which becomes even more challenging in the presence of occlusions. In addition to fewer available observations, occlusions introduce a…
3D Face ReconstructionFace ReconstructionBridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition
In recent years, Facial Expression Recognition (FER) has gained increasing attention. Most current work focuses on supervised learning, which requires a large amount of labeled and diverse images, while FER suffers from …
Data AugmentationFace RecognitionFace ReconstructionFacial Expression Recognition+1