Image Morphing

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

24 shown of 24 papers with code (38 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
  5 Oct 2019 5 repositories listed Syntology ran 0 of 20 samples · 20 unverified
  This work presents Kornia -- an open source computer vision library which consists of a set of differentiable routines and modules to solve generic computer vision problems.
• Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
  5 Apr 2019 5 repositories listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  We propose an efficient algorithm to embed a given image into the latent space of StyleGAN.
• StyleGAN2 Distillation for Feed-forward Image Manipulation
  7 Mar 2020 3 repositories listed Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
  Editing existing images requires embedding a given image into the latent space of StyleGAN2.
• Deep PCB To COCO Convertor
  1 May 2022 2 repositories listed
  It has 1500 image pairs.
• Neural Best-Buddies: Sparse Cross-Domain Correspondence
  10 May 2018 2 repositories listed
  Correspondence between images is a fundamental problem in computer vision, with a variety of graphics applications.
• SRIF: Semantic Shape Registration Empowered by Diffusion-based Image Morphing and Flow Estimation
  18 Sep 2024 1 repository listed
  In this paper, we propose SRIF, a novel Semantic shape Registration framework based on diffusion-based Image morphing and Flow estimation.
• Greedy-DiM: Greedy Algorithms for Unreasonably Effective Face Morphs
  9 Apr 2024 1 repository listed Syntology ran 4 of 5 samples · 1 unverified
  Morphing attacks are an emerging threat to state-of-the-art Face Recognition (FR) systems, which aim to create a single image that contains the biometric information of multiple identities.
• On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss
  19 Jan 2024 1 repository listed
  Large-scale language-vision pre-training models, such as CLIP, have achieved remarkable text-guided image morphing results by leveraging several unconditional generative models.
• DiffMorpher: Unleashing the Capability of Diffusion Models for Image Morphing
  12 Dec 2023 1 repository listed
  Our key idea is to capture the semantics of the two images by fitting two LoRAs to them respectively, and interpolate between both the LoRA parameters and the latent noises to ensure a smooth semantic transition, where…
• IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
  12 Nov 2023 1 repository listed
  We present a diffusion-based image morphing approach with perceptually-uniform sampling (IMPUS) that produces smooth, direct and realistic interpolations given an image pair.
• Fast-DiM: Towards Fast Diffusion Morphs
  14 Oct 2023 1 repository listed
  Diffusion Morphs (DiM) are a recent state-of-the-art method for creating high quality face morphs; however, they require a high number of network function evaluations (NFE) to create the morphs.
• Measure transfer via stochastic slicing and matching
  11 Jul 2023 1 repository listed
  The proof builds on an interpretation as a stochastic gradient descent scheme on the Wasserstein space.
• StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation
  20 Dec 2022 1 repository listed
  As a result of this study, we propose new efficient and lightweight parameterizations of StyleGAN for domain adaptation.
• Multiview Regenerative Morphing with Dual Flows
  2 Aug 2022 1 repository listed
  This paper aims to address a new task of image morphing under a multiview setting, which takes two sets of multiview images as the input and generates intermediate renderings that not only exhibit smooth transitions…
• Are GAN-based Morphs Threatening Face Recognition?
  5 May 2022 1 repository listed
  Morphing attacks are a threat to biometric systems where the biometric reference in an identity document can be altered.
• AugStatic - A Light-Weight Image Augmentation Library
  1 May 2022 1 repository listed
  AugStatic is a custom-built image augmentation library with lower computation costs and more extraordinary salient features compared to other image augmentation libraries.
• Augmented Balanced Image Dataset Generator Using AugStatic Library
  1 May 2022 1 repository listed
  This paper focuses on the image dataset generator that balances an imbalanced dataset using the AugStatic augmentation library.
• Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition
  18 Mar 2022 1 repository listed
  Most of the existing deep learning based VFI methods adopt off-the-shelf optical flow algorithms to estimate the bidirectional flows and interpolate the missing frames accordingly.
• StyleAlign: Analysis and Applications of Aligned StyleGAN Models
  21 Oct 2021 1 repository listed Syntology ran 1 of 8 samples · 7 unverified
  Several works already utilize some basic properties of aligned StyleGAN models to perform image-to-image translation.
• Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks
  9 Dec 2020 1 repository listed
  Morphing attacks is a threat to biometric systems where the biometric reference in an identity document can be altered.
• Neural Crossbreed: Neural Based Image Metamorphosis
  2 Sep 2020 1 repository listed
  We propose Neural Crossbreed, a feed-forward neural network that can learn a semantic change of input images in a latent space to create the morphing effect.
• Image Morphing with Perceptual Constraints and STN Alignment
  29 Apr 2020 1 repository listed
  In image morphing, a sequence of plausible frames are synthesized and composited together to form a smooth transformation between given instances.
• Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
  30 Mar 2020 1 repository listed Syntology ran 7 of 18 samples · 11 unverified
  Learning a good image prior is a long-term goal for image restoration and manipulation.
• Barycenters of Natural Images -- Constrained Wasserstein Barycenters for Image Morphing
  24 Dec 2019 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  Image interpolation, or image morphing, refers to a visual transition between two (or more) input images.

Syntology lines on 7 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.