Computer Vision – ECCV 2022 Workshops

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
3. Altmetric Badge
   Chapter 2 AIM 2022 Challenge on Instagram Filter Removal: Methods and Results
4. Altmetric Badge
   Chapter 3 Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report
5. Altmetric Badge
   Chapter 4 Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report
6. Altmetric Badge
   Chapter 5 Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 Challenge: Report
7. Altmetric Badge
   Chapter 6 Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report
8. Altmetric Badge
   Chapter 7 Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 Challenge: Report
9. Altmetric Badge
   Chapter 8 AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
10. Altmetric Badge
    Chapter 9 Swin-Unet: Unet-Like Pure Transformer for Medical Image Segmentation
11. Altmetric Badge
    Chapter 10 Self-attention Capsule Network for Tissue Classification in Case of Challenging Medical Image Statistics
12. Altmetric Badge
    Chapter 11 ReLaX: Retinal Layer Attribution for Guided Explanations of Automated Optical Coherence Tomography Classification
13. Altmetric Badge
    Chapter 12 Neural Registration and Segmentation of White Matter Tracts in Multi-modal Brain MRI
14. Altmetric Badge
    Chapter 13 Complementary Phase Encoding for Pair-Wise Neural Deblurring of Accelerated Brain MRI
15. Altmetric Badge
    Chapter 14 Frequency Dropout: Feature-Level Regularization via Randomized Filtering
16. Altmetric Badge
    Chapter 15 PVBM: A Python Vasculature Biomarker Toolbox Based on Retinal Blood Vessel Segmentation
17. Altmetric Badge
    Chapter 16 Simultaneous Detection and Classification of Partially and Weakly Supervised Cells
18. Altmetric Badge
    Chapter 17 Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement
19. Altmetric Badge
    Chapter 18 ExSwin-Unet: An Unbalanced Weighted Unet with Shifted Window and External Attentions for Fetal Brain MRI Image Segmentation
20. Altmetric Badge
    Chapter 19 Contour Dice Loss for Structures with Fuzzy and Complex Boundaries in Fetal MRI
21. Altmetric Badge
    Chapter 20 Multi-scale Multi-task Distillation for Incremental 3D Medical Image Segmentation
22. Altmetric Badge
    Chapter 21 A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images
23. Altmetric Badge
    Chapter 22 Bounded Future MS-TCN++ for Surgical Gesture Recognition
24. Altmetric Badge
    Chapter 23 Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound
25. Altmetric Badge
    Chapter 24 Joint Calibrationless Reconstruction and Segmentation of Parallel MRI
26. Altmetric Badge
    Chapter 25 Patient-Level Microsatellite Stability Assessment from Whole Slide Images by Combining Momentum Contrast Learning and Group Patch Embeddings
27. Altmetric Badge
    Chapter 26 Segmenting Glandular Biopsy Images Using the Separate Merged Objects Algorithm
28. Altmetric Badge
    Chapter 27 qDWI-Morph: Motion-Compensated Quantitative Diffusion-Weighted MRI Analysis for Fetal Lung Maturity Assessment
29. Altmetric Badge
    Chapter 28 Estimating Withdrawal Time in Colonoscopies
30. Altmetric Badge
    Chapter 29 Beyond Local Processing: Adapting CNNs for CT Reconstruction
31. Altmetric Badge
    Chapter 30 CL-GAN: Contrastive Learning-Based Generative Adversarial Network for Modality Transfer with Limited Paired Data
32. Altmetric Badge
    Chapter 31 IMPaSh: A Novel Domain-Shift Resistant Representation for Colorectal Cancer Tissue Classification
33. Altmetric Badge
    Chapter 32 Surgical Workflow Recognition: From Analysis of Challenges to Architectural Study
34. Altmetric Badge
    Chapter 33 RVENet: A Large Echocardiographic Dataset for the Deep Learning-Based Assessment of Right Ventricular Function
35. Altmetric Badge
    Chapter 34 Initialization and Alignment for Adversarial Texture Optimization
36. Altmetric Badge
    Chapter 35 SIGNet: Intrinsic Image Decomposition by a Semantic and Invariant Gradient Driven Network for Indoor Scenes
37. Altmetric Badge
    Chapter 36 Implicit Map Augmentation for Relocalization
38. Altmetric Badge
    Chapter 37 Social Processes: Self-supervised Meta-learning Over Conversational Groups for Forecasting Nonverbal Social Cues
39. Altmetric Badge
    Chapter 38 Photo-Realistic 360 $$^{\circ }$$ ∘  Head Avatars in the Wild
40. Altmetric Badge
    Chapter 39 AvatarGen: A 3D Generative Model for Animatable Human Avatars
41. Altmetric Badge
    Chapter 40 INGeo: Accelerating I nstant N eural Scene Reconstruction with Noisy Geo metry Priors
42. Altmetric Badge
    Chapter 41 Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation
43. Altmetric Badge
    Chapter 42 Self-supervised 3D Human Pose Estimation in Static Video via Neural Rendering
44. Altmetric Badge
    Chapter 43 Racial Bias in the Beautyverse: Evaluation of Augmented-Reality Beauty Filters
45. Altmetric Badge
    Chapter 44 LWA-HAND: Lightweight Attention Hand for Interacting Hand Reconstruction
46. Altmetric Badge
    Chapter 45 Neural Mesh-Based Graphics
47. Altmetric Badge
    Chapter 46 One-Shot Learning for Human Affordance Detection