An Image Processing Pipeline for Camera Trap Time-Lapse Recordings Jun 10, 2022 BIG-bench Machine Learning Video Segmentation
Code Code Available Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation Jun 8, 2022 Denoising Referring Video Object Segmentation
Code Code Available A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information Jun 6, 2022 Action Recognition Semantic Segmentation
Code Code Available A Machine Learning-based Segmentation Approach for Measuring Similarity between Sign Languages Jun 1, 2022 Machine Translation Video Segmentation
— Unverified Differentiable Soft-Masked Attention Jun 1, 2022 Object Segmentation
Code Code Available TubeFormer-DeepLab: Video Mask Transformer May 30, 2022 Panoptic Segmentation Segmentation
— Unverified Collaborative Attention Memory Network for Video Object Segmentation May 17, 2022 Object Segmentation
— Unverified Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion May 16, 2022 Image Segmentation Optical Flow Estimation
— Unverified Recurrent Dynamic Embedding for Video Object Segmentation May 8, 2022 Object Semantic Segmentation
Code Code Available Boosting Video Object Segmentation based on Scale Inconsistency May 2, 2022 Object Semantic Segmentation
Code Code Available Representation Recycling for Streaming Video Analysis Apr 28, 2022 object-detection Object Detection
Code Code Available Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging Apr 22, 2022 Object Segmentation
— Unverified 3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition Apr 13, 2022 Action Recognition Classification
— Unverified Adaptive Memory Management for Video Object Segmentation Apr 13, 2022 Management Object
Code Code Available Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation Apr 10, 2022 Image Segmentation Instance Segmentation
Code Code Available Learning Local and Global Temporal Contexts for Video Semantic Segmentation Apr 7, 2022 Segmentation Semantic Segmentation
Code Code Available Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation Apr 6, 2022 Optical Flow Estimation Referring Expression Segmentation
Code Code Available Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation Apr 6, 2022 Motion Compensation Semantic Segmentation
Code Code Available Human Instance Segmentation and Tracking via Data Association and Single-stage Detector Mar 31, 2022 Human Instance Segmentation Instance Segmentation
— Unverified Deeply Interleaved Two-Stream Encoder for Referring Video Segmentation Mar 30, 2022 Referring Expression Segmentation Video Segmentation
— Unverified Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation Mar 29, 2022 Contrastive Learning Segmentation
Code Code Available In-N-Out Generative Learning for Dense Unsupervised Video Segmentation Mar 29, 2022 Contrastive Learning Semantic Segmentation
Code Code Available DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation Mar 28, 2022 Optical Flow Estimation Segmentation
— Unverified Temporal Transductive Inference for Few-Shot Video Object Segmentation Mar 27, 2022 Meta-Learning Object
Code Code Available Scalable Video Object Segmentation with Identification Mechanism Mar 22, 2022 Object Segmentation
Code Code Available Robust Visual Tracking by Segmentation Mar 21, 2022 Decoder Object Tracking
Code Code Available Local-Global Context Aware Transformer for Language-Guided Video Segmentation Mar 18, 2022 Referring Expression Segmentation Referring Video Object Segmentation
Code Code Available Delta Distillation for Efficient Video Processing Mar 17, 2022 Knowledge Distillation object-detection
Code Code Available Object discovery and representation networks Mar 16, 2022 Instance Segmentation Object
Code Code Available Temporal Context for Robust Maritime Obstacle Detection Mar 10, 2022 Object Panoptic Segmentation
Code Code Available End-to-End Semi-Supervised Learning for Video Action Detection Mar 8, 2022 Action Detection Classification Consistency
Code Code Available RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Mar 8, 2022 Classification Instance Segmentation
Code Code Available Revisiting Click-based Interactive Video Object Segmentation Mar 3, 2022 Interactive Video Object Segmentation Object
Code Code Available Efficient Video Segmentation Models with Per-frame Inference Feb 24, 2022 Image Matting Instance Segmentation
— Unverified Box Supervised Video Segmentation Proposal Network Feb 14, 2022 Image Segmentation Motion Compensation
Code Code Available Borrowing from yourself: Faster future video segmentation with partial channel update Feb 11, 2022 Future prediction Semantic Segmentation
Code Code Available Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks Jan 25, 2022 Action Recognition Object
— Unverified Learning Pixel Trajectories with Multiscale Contrastive Random Walks Jan 20, 2022 Multiple Object Tracking Object
— Unverified Language as Queries for Referring Video Object Segmentation Jan 3, 2022 Object Object Tracking
Code Code Available Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device Jan 1, 2022 GPU Segmentation
— Unverified Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction Jan 1, 2022 Segmentation Semantic Segmentation
Code Code Available YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset Jan 1, 2022 Management Segmentation
— Unverified Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation Jan 1, 2022 Object Referring Expression Segmentation
— Unverified Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks Jan 1, 2022 Decoder Denoising
Code Code Available Siamese Network with Interactive Transformer for Video Object Segmentation Dec 28, 2021 Decoder Object
Code Code Available Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Dec 27, 2021 Segmentation Semantic Segmentation
— Unverified Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier Dec 23, 2021 Object Semantic Segmentation
— Unverified A Discriminative Single-Shot Segmentation Network for Visual Object Tracking Dec 22, 2021 Object Object Tracking
— Unverified Mask2Former for Video Instance Segmentation Dec 20, 2021 Image Segmentation Instance Segmentation
Code Code Available HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images Dec 16, 2021 Object Semantic Segmentation
Code Code Available 