Landmark Detection for Animal Face and 3D Reconstructions

[ animal  3dmm  face  keypoint-detection  landmark-detection  deep-learning  cat  dog  pet  ]

This is my literature survey of landmark detection and 3D reconstruction for cat and dog’s face.

cat_hipsterizer

9 landmarks

Hipsterize Your Dog With Deep Learning

6 landmarks

Facial Deformable Models of Animals

9 landmarks

DogFaceNet

6 landmarks

CAFM-A-3D-Morphable-Model-for-Animals

15 landmarks and mesh has 1256 vertices. There 50 basis.

Multi-Animal Linear model (SMAL): Modeling the 3D Shape and Pose of Animals

For full body, need 36 landmarks.

• Dogface Detection and Localization of Dogface’s Landmarks
• Cat Head Detection - How to Effectively Exploit Shape and Texture Features
• Dog Breed Classification Using Part Localization
• Cats and dogs
• The truth about cats and dogs
• https://paperswithcode.com/task/animal-pose-estimation

Human face

Written on June 1, 2021