Latest Research in Computer Vision and Pattern Recognition

90 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. A survey on large model-driven embodied grasping technologies
  2. Skeleton-guided geometry-aware auto-labeling for robotic grasping: From 4-DoF learning to 6-DoF execution
  3. ForwardDLO: Model-Based Bimanual Shape Matching of Unconstrained Deformable Linear Objects
  4. TacSushi: Tactile-Grounded World-Action Modeling for Dexterous Sushi Manipulation
  5. RotateIt! Fast and Reliable Single-Arm Garment Unfolding via Online-Adaptive Dynamic Rotation
  6. VT-MUSE: Multimodal Unified Sequential Visuotactile Representation Learning for Manipulation
  7. DeformSmith: Physics Harness-Guided Hierarchical Generation of Deformable Assets for Robot Manipulation
  8. Execution-Aware Pre-Execution Ranking for Grasp-Conditioned Robotic Placement
  9. FlipToSee: A Probabilistic Stable Placement Prior for Active Visual Exploration via Regrasping
  10. TouchSight: Bare-Handed Tactile Prediction from Egocentric Video via Generative Visual Augmentation
  11. DexTouch-WM: Learning Action-Conditioned Tactile World Models from Human Touch for Dexterous Robot Manipulation
  12. Reinforcement Learning With a Low‐Cost Parallel Linkage Gripper for Static and Dynamic Planar In‐Hand Manipulation
  13. PhysVGGT: Feed-Forward Dense Physical Property Estimation from A Single Image
  14. DeformGrasp: A Human-Guided and Synthetic Data Framework for Learning-Based Deformable Object Grasping Using Anthropomorphic Robot Hands
  15. TacBPM: A Tactile-conditioned Behavior Prior Model for Dexterous Reorientation
  16. Learning Contact Dynamics through Touching: Action-conditional Graph Neural Networks for Robotic Peg Insertion
  17. InterMASH: A Unified Geometric Representation for Grasp Synthesis
  18. Primitive-Informed Sampling-Based MPC for Multi-Fingered Dexterous Manipulation
  19. PhysCoRe: Physics-Corrected Residual World Models for Material-Aware Deformable Dynamics
  20. Grasping by interconnection: robust closing motions from coarse object templates
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L3 Region - - 2026 Sep Q3

Computer Vision and Pattern Recognition

90 papers

Top Topics (9)

Robotics71
Computer Vision and Pattern Recognition7
Robot Manipulation and Learning5
Computation and Language2
Advanced Sensor and Energy Harvesting Materials1
Information Retrieval1
Artificial Intelligence1
Natural Language Processing Techniques1
Reinforcement Learning in Robotics1

Top Publications (20)

1.A survey on large model-driven embodied grasping technologies2.Skeleton-guided geometry-aware auto-labeling for robotic grasping: From 4-DoF learning to 6-DoF execution3.ForwardDLO: Model-Based Bimanual Shape Matching of Unconstrained Deformable Linear Objects4.TacSushi: Tactile-Grounded World-Action Modeling for Dexterous Sushi Manipulation5.RotateIt! Fast and Reliable Single-Arm Garment Unfolding via Online-Adaptive Dynamic Rotation6.VT-MUSE: Multimodal Unified Sequential Visuotactile Representation Learning for Manipulation7.DeformSmith: Physics Harness-Guided Hierarchical Generation of Deformable Assets for Robot Manipulation8.Execution-Aware Pre-Execution Ranking for Grasp-Conditioned Robotic Placement9.FlipToSee: A Probabilistic Stable Placement Prior for Active Visual Exploration via Regrasping10.TouchSight: Bare-Handed Tactile Prediction from Egocentric Video via Generative Visual Augmentation11.DexTouch-WM: Learning Action-Conditioned Tactile World Models from Human Touch for Dexterous Robot Manipulation12.Reinforcement Learning With a Low‐Cost Parallel Linkage Gripper for Static and Dynamic Planar In‐Hand Manipulation13.PhysVGGT: Feed-Forward Dense Physical Property Estimation from A Single Image14.DeformGrasp: A Human-Guided and Synthetic Data Framework for Learning-Based Deformable Object Grasping Using Anthropomorphic Robot Hands15.TacBPM: A Tactile-conditioned Behavior Prior Model for Dexterous Reorientation16.Learning Contact Dynamics through Touching: Action-conditional Graph Neural Networks for Robotic Peg Insertion17.InterMASH: A Unified Geometric Representation for Grasp Synthesis18.Primitive-Informed Sampling-Based MPC for Multi-Fingered Dexterous Manipulation19.PhysCoRe: Physics-Corrected Residual World Models for Material-Aware Deformable Dynamics20.Grasping by interconnection: robust closing motions from coarse object templates
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